{smcl}
{txt}{sf}{ul off}{.-}
      name:  {res}<unnamed>
       {txt}log:  {res}C:\Users\gk57526\Dropbox\Executive Particularism (Matt Zarit)\Contract Duration\May 2020\Output Files\Selling_Out.OMIT SET ASIDE CASES.06-01-2021.smcl
  {txt}log type:  {res}smcl
 {txt}opened on:  {res} 1 Jun 2021, 11:56:30
{txt}
{com}. 
. 
. 
. 
. 
. *** MODELING CONTRACT LENGTH FOR GIVEN CONTRACTUAL DESIGNS FOR U.S. FEDERAL PROCUREMENTS [SUPPLY & COST STRUCTURES] EXCEEDING FAR SIMPLE REQUIREMENTS ***
. 
. 
. 
. **** ACCESS DATABASE ***
. 
. use "C:\Users\gk57526\Dropbox\Executive Particularism (Matt Zarit)\Contract Duration\May 2020\zarit_contractingdata_duration.FAR threshold.05-29-2021.GAK.dta", replace
{txt}
{com}. 
. 
. 
. 
. 
. *** GENERATE SET ASIDE DUMMY ***
. 
. tab typeofsetaside

                {txt}(first) typeofsetaside2 {c |}      Freq.     Percent        Cum.
{hline 40}{c +}{hline 35}
                        8A: 8A COMPETED {c |}{res}     17,371        1.07        1.07
{txt}                 8AN: 8(A) SOLE SOURCE  {c |}{res}     92,251        5.70        6.77
{txt}                                      : {c |}{res}    193,382       11.94       18.71
{txt}                        BI: BUY INDIAN  {c |}{res}        702        0.04       18.76
{txt}EDWOSB: ECONOMICALLY DISADVANTAGED WO.. {c |}{res}        408        0.03       18.78
{txt}EDWOSBSS: ECONOMICALLY DISADVANTAGED .. {c |}{res}         13        0.00       18.78
{txt} ESB: EMERGING SMALL BUSINESS SET ASIDE {c |}{res}        175        0.01       18.79
{txt}   HMP: HBCU OR MI SET-ASIDE -- PARTIAL {c |}{res}         41        0.00       18.80
{txt}     HMT: HBCU OR MI SET-ASIDE -- TOTAL {c |}{res}         71        0.00       18.80
{txt}     HS3: 8(A) WITH HUB ZONE PREFERENCE {c |}{res}        800        0.05       18.85
{txt}                 HZC: HUBZONE SET-ASIDE {c |}{res}      9,103        0.56       19.41
{txt}              HZS: HUBZONE SOLE SOURCE  {c |}{res}        753        0.05       19.46
{txt}        IEE: INDIAN ECONOMIC ENTERPRISE {c |}{res}         24        0.00       19.46
{txt}ISBEE: INDIAN SMALL BUSINESS ECONOMIC.. {c |}{res}         98        0.01       19.47
{txt}               NONE: NO SET ASIDE USED. {c |}{res}  1,087,675       67.18       86.65
{txt}       RSB: RESERVED FOR SMALL BUSINESS {c |}{res}        610        0.04       86.68
{txt}  SBA: SMALL BUSINESS SET ASIDE - TOTAL {c |}{res}    178,134       11.00       97.69
{txt}SBP: SMALL BUSINESS SET ASIDE - PARTIAL {c |}{res}      5,961        0.37       98.05
{txt}                                  SDB:  {c |}{res}        275        0.02       98.07
{txt}SDVOSBC: SERVICE DISABLED VETERAN OWN.. {c |}{res}     25,515        1.58       99.65
{txt}            SDVOSBS: SDVOSB SOLE SOURCE {c |}{res}      3,917        0.24       99.89
{txt}                 VSA: VETERAN SET ASIDE {c |}{res}        742        0.05       99.93
{txt}               VSB: VERY SMALL BUSINESS {c |}{res}          8        0.00       99.93
{txt}               VSS: VETERAN SOLE SOURCE {c |}{res}        258        0.02       99.95
{txt}       WOSB: WOMEN OWNED SMALL BUSINESS {c |}{res}        741        0.05      100.00
{txt}WOSBSS: WOMEN OWNED SMALL BUSINESS SO.. {c |}{res}         65        0.00      100.00
{txt}{hline 40}{c +}{hline 35}
                                  Total {c |}{res}  1,619,093      100.00
{txt}
{com}. *
. encode typeofsetaside, gen(setasidenumeric)
{txt}
{com}. *
. tab setasidenumeric, nolab

    {txt}(first) {c |}
typeofsetas {c |}
       ide2 {c |}      Freq.     Percent        Cum.
{hline 12}{c +}{hline 35}
          1 {c |}{res}     17,371        1.07        1.07
{txt}          2 {c |}{res}     92,251        5.70        6.77
{txt}          3 {c |}{res}    193,382       11.94       18.71
{txt}          4 {c |}{res}        702        0.04       18.76
{txt}          5 {c |}{res}        408        0.03       18.78
{txt}          6 {c |}{res}         13        0.00       18.78
{txt}          7 {c |}{res}        175        0.01       18.79
{txt}          8 {c |}{res}         41        0.00       18.80
{txt}          9 {c |}{res}         71        0.00       18.80
{txt}         10 {c |}{res}        800        0.05       18.85
{txt}         11 {c |}{res}      9,103        0.56       19.41
{txt}         12 {c |}{res}        753        0.05       19.46
{txt}         13 {c |}{res}         24        0.00       19.46
{txt}         14 {c |}{res}         98        0.01       19.47
{txt}         15 {c |}{res}  1,087,675       67.18       86.65
{txt}         16 {c |}{res}        610        0.04       86.68
{txt}         17 {c |}{res}    178,134       11.00       97.69
{txt}         18 {c |}{res}      5,961        0.37       98.05
{txt}         19 {c |}{res}        275        0.02       98.07
{txt}         20 {c |}{res}     25,515        1.58       99.65
{txt}         21 {c |}{res}      3,917        0.24       99.89
{txt}         22 {c |}{res}        742        0.05       99.93
{txt}         23 {c |}{res}          8        0.00       99.93
{txt}         24 {c |}{res}        258        0.02       99.95
{txt}         25 {c |}{res}        741        0.05      100.00
{txt}         26 {c |}{res}         65        0.00      100.00
{txt}{hline 12}{c +}{hline 35}
      Total {c |}{res}  1,619,093      100.00
{txt}
{com}. *
. *
. *
. 
. gen set_aside=.
{txt}(1,699,393 missing values generated)

{com}. 
. replace set_aside=0 if typeofsetaside2=="NONE: NO SET ASIDE USED."
{txt}(1,087,675 real changes made)

{com}. 
. replace set_aside=0 if typeofsetaside2==":"
{txt}(193,382 real changes made)

{com}. 
. replace set_aside=1 if typeofsetaside2 !="." & set_aside !=0
{txt}(418,336 real changes made)

{com}. 
. 
. 
. 
. ******* PLEASE NOTE, THIS ANALYSIS IS THE SAME AS THE MANUSCRIPT MODELS, EXCEPT ONLY ANALYZING "SET ASIDES" FOR PURPOSES OF DIVERSITY AND INCLUSION [SET_ASIDE == 1] *********
. 
. 
. 
. ***********************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************
. 
. 
. 
. *** PART II ANALYSES: CHOICE OF CONTRACT STRUCTURE [PROBIT REGRESSIONS ANALYZING VARIOUS COMBINATIONS OF CONTRACT STRUCTURES: SUPPLY & COST STRUCTURE COMBINATIONS]
. 
. 
. 
. 
. 
. ***  LOW RISK CONTRACTUAL DESIGNS FROM U.S. FEDERAL GOVERNMENT'S PERSPECTIVE AS A "BUYER" **
. 
. 
. 
. ** 1. FULLY BENEFICIAL TERMS FOR BUYER/AGENCY EFFECTIVE: **
. **    MULTIPLE/COMPETITIVE BIDS  & FIXED COST CONTRACTS [COST PLUS, TIME & MATERIALS, & LABOR] [N = 1,095,724] ***
. 
. probit m11 c.agency_packing##execlevel##pol_align  c.agency_packing##execlevel##pol_opposed  perc_prof  selin1_abszero  selin2_abszero unified lnannualrevenue_adj house_app house_ways house_majority  close_congelect_dist   dod  dc_area goods_services lnvendorsum_adj lndollarsobligated_adj  pres_donor_pac lnpres_donor_pac_amount_adj   i.agency yearfe2 yearfe3 yearfe4 yearfe5 yearfe6 yearfe7 yearfe8 yearfe9 yearfe10 yearfe11 yearfe12 yearfe13 yearfe14 yearfe15 yearfe16   i.psc_id   if set_aside==0, vce(cluster agency)

{txt}note: agency_packing omitted because of collinearity
note: 3.agency omitted because of collinearity
note: 119.agency omitted because of collinearity
note: yearfe10 omitted because of collinearity
note: 102.psc_id omitted because of collinearity
{res}{txt}Iteration 0:{space 3}log pseudolikelihood = {res:-530536.96}  
Iteration 1:{space 3}log pseudolikelihood = {res:-434387.69}  
Iteration 2:{space 3}log pseudolikelihood = {res:-433620.98}  
Iteration 3:{space 3}log pseudolikelihood = {res:-433618.47}  
Iteration 4:{space 3}log pseudolikelihood = {res:-433618.47}  
{res}
{txt}Probit regression{col 49}Number of obs{col 67}= {res}   795,553
{txt}{col 49}{help j_robustsingular##|_new:Wald chi2(38)}{col 67}=          {res}.
{txt}{col 49}Prob > chi2{col 67}=          {res}.
{txt}Log pseudolikelihood = {res}-433618.47{txt}{col 49}Pseudo R2{col 67}= {res}    0.1827

{txt}{ralign 104:(Std. Err. adjusted for {res:40} clusters in agency)}
{hline 39}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 40}{c |}{col 52}    Robust
{col 1}                                   m11{col 40}{c |}      Coef.{col 52}   Std. Err.{col 64}      z{col 72}   P>|z|{col 80}     [95% Con{col 93}f. Interval]
{hline 39}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 24}agency_packing {c |}{col 40}{res}{space 2}-.8404832{col 52}{space 2} 1.191592{col 63}{space 1}   -0.71{col 72}{space 3}0.481{col 80}{space 4} -3.17596{col 93}{space 3} 1.494994
{txt}{space 27}1.execlevel {c |}{col 40}{res}{space 2} .5061396{col 52}{space 2} .2648532{col 63}{space 1}    1.91{col 72}{space 3}0.056{col 80}{space 4} -.012963{col 93}{space 3} 1.025242
{txt}{space 38} {c |}
{space 12}execlevel#c.agency_packing {c |}
{space 36}1  {c |}{col 40}{res}{space 2}-.7022679{col 52}{space 2} .5291371{col 63}{space 1}   -1.33{col 72}{space 3}0.184{col 80}{space 4}-1.739358{col 93}{space 3} .3348217
{txt}{space 38} {c |}
{space 27}1.pol_align {c |}{col 40}{res}{space 2}-1.914407{col 52}{space 2} 1.409357{col 63}{space 1}   -1.36{col 72}{space 3}0.174{col 80}{space 4}-4.676697{col 93}{space 3} .8478821
{txt}{space 38} {c |}
{space 12}pol_align#c.agency_packing {c |}
{space 36}1  {c |}{col 40}{res}{space 2}-.1276135{col 52}{space 2} 1.605864{col 63}{space 1}   -0.08{col 72}{space 3}0.937{col 80}{space 4} -3.27505{col 93}{space 3} 3.019823
{txt}{space 38} {c |}
{space 19}execlevel#pol_align {c |}
{space 34}1 1  {c |}{col 40}{res}{space 2}-.8386946{col 52}{space 2} .3303965{col 63}{space 1}   -2.54{col 72}{space 3}0.011{col 80}{space 4} -1.48626{col 93}{space 3}-.1911295
{txt}{space 38} {c |}
{space 2}execlevel#pol_align#c.agency_packing {c |}
{space 34}1 1  {c |}{col 40}{res}{space 2} 1.517811{col 52}{space 2} .6676462{col 63}{space 1}    2.27{col 72}{space 3}0.023{col 80}{space 4} .2092488{col 93}{space 3} 2.826374
{txt}{space 38} {c |}
{space 24}agency_packing {c |}{col 40}{res}{space 2}        0{col 52}{txt}  (omitted)
{space 25}1.pol_opposed {c |}{col 40}{res}{space 2}-2.557269{col 52}{space 2} 1.319325{col 63}{space 1}   -1.94{col 72}{space 3}0.053{col 80}{space 4}-5.143099{col 93}{space 3} .0285606
{txt}{space 38} {c |}
{space 10}pol_opposed#c.agency_packing {c |}
{space 36}1  {c |}{col 40}{res}{space 2} 1.620893{col 52}{space 2} 1.546871{col 63}{space 1}    1.05{col 72}{space 3}0.295{col 80}{space 4}-1.410918{col 93}{space 3} 4.652705
{txt}{space 38} {c |}
{space 17}execlevel#pol_opposed {c |}
{space 34}1 1  {c |}{col 40}{res}{space 2}-.3423398{col 52}{space 2} .2876506{col 63}{space 1}   -1.19{col 72}{space 3}0.234{col 80}{space 4}-.9061247{col 93}{space 3} .2214451
{txt}{space 38} {c |}
execlevel#pol_opposed#c.agency_packing {c |}
{space 34}1 1  {c |}{col 40}{res}{space 2}-.2249495{col 52}{space 2}  .713801{col 63}{space 1}   -0.32{col 72}{space 3}0.753{col 80}{space 4}-1.623974{col 93}{space 3} 1.174075
{txt}{space 38} {c |}
{space 29}perc_prof {c |}{col 40}{res}{space 2} 1.327061{col 52}{space 2} .6360736{col 63}{space 1}    2.09{col 72}{space 3}0.037{col 80}{space 4}   .08038{col 93}{space 3} 2.573743
{txt}{space 24}selin1_abszero {c |}{col 40}{res}{space 2} .8283035{col 52}{space 2} .3752097{col 63}{space 1}    2.21{col 72}{space 3}0.027{col 80}{space 4}  .092906{col 93}{space 3} 1.563701
{txt}{space 24}selin2_abszero {c |}{col 40}{res}{space 2} .3191658{col 52}{space 2} .1059243{col 63}{space 1}    3.01{col 72}{space 3}0.003{col 80}{space 4}  .111558{col 93}{space 3} .5267736
{txt}{space 31}unified {c |}{col 40}{res}{space 2}-.0180903{col 52}{space 2} .2134565{col 63}{space 1}   -0.08{col 72}{space 3}0.932{col 80}{space 4}-.4364574{col 93}{space 3} .4002768
{txt}{space 19}lnannualrevenue_adj {c |}{col 40}{res}{space 2} .0046291{col 52}{space 2} .0013598{col 63}{space 1}    3.40{col 72}{space 3}0.001{col 80}{space 4}  .001964{col 93}{space 3} .0072942
{txt}{space 29}house_app {c |}{col 40}{res}{space 2}-.0691721{col 52}{space 2} .0185071{col 63}{space 1}   -3.74{col 72}{space 3}0.000{col 80}{space 4}-.1054453{col 93}{space 3}-.0328989
{txt}{space 28}house_ways {c |}{col 40}{res}{space 2} .0789848{col 52}{space 2} .0665189{col 63}{space 1}    1.19{col 72}{space 3}0.235{col 80}{space 4}-.0513899{col 93}{space 3} .2093595
{txt}{space 24}house_majority {c |}{col 40}{res}{space 2} .0098675{col 52}{space 2} .0170974{col 63}{space 1}    0.58{col 72}{space 3}0.564{col 80}{space 4}-.0236427{col 93}{space 3} .0433777
{txt}{space 18}close_congelect_dist {c |}{col 40}{res}{space 2}-.0730199{col 52}{space 2}  .016886{col 63}{space 1}   -4.32{col 72}{space 3}0.000{col 80}{space 4}-.1061158{col 93}{space 3}-.0399239
{txt}{space 35}dod {c |}{col 40}{res}{space 2} 1.477607{col 52}{space 2} .8262364{col 63}{space 1}    1.79{col 72}{space 3}0.074{col 80}{space 4}-.1417865{col 93}{space 3} 3.097001
{txt}{space 31}dc_area {c |}{col 40}{res}{space 2}-.0128451{col 52}{space 2} .0252456{col 63}{space 1}   -0.51{col 72}{space 3}0.611{col 80}{space 4}-.0623255{col 93}{space 3} .0366353
{txt}{space 24}goods_services {c |}{col 40}{res}{space 2}-.9410361{col 52}{space 2} .0679573{col 63}{space 1}  -13.85{col 72}{space 3}0.000{col 80}{space 4} -1.07423{col 93}{space 3}-.8078422
{txt}{space 23}lnvendorsum_adj {c |}{col 40}{res}{space 2} .0341779{col 52}{space 2} .0113205{col 63}{space 1}    3.02{col 72}{space 3}0.003{col 80}{space 4} .0119902{col 93}{space 3} .0563655
{txt}{space 16}lndollarsobligated_adj {c |}{col 40}{res}{space 2}-.0109022{col 52}{space 2} .0255766{col 63}{space 1}   -0.43{col 72}{space 3}0.670{col 80}{space 4}-.0610315{col 93}{space 3} .0392271
{txt}{space 24}pres_donor_pac {c |}{col 40}{res}{space 2} .4021326{col 52}{space 2} .1046337{col 63}{space 1}    3.84{col 72}{space 3}0.000{col 80}{space 4} .1970544{col 93}{space 3} .6072108
{txt}{space 11}lnpres_donor_pac_amount_adj {c |}{col 40}{res}{space 2}-.0480381{col 52}{space 2} .0089161{col 63}{space 1}   -5.39{col 72}{space 3}0.000{col 80}{space 4}-.0655134{col 93}{space 3}-.0305629
{txt}{space 38} {c |}
{space 32}agency {c |}
{space 36}2  {c |}{col 40}{res}{space 2} 1.337869{col 52}{space 2} .7828411{col 63}{space 1}    1.71{col 72}{space 3}0.087{col 80}{space 4}-.1964714{col 93}{space 3} 2.872209
{txt}{space 36}3  {c |}{col 40}{res}{space 2}        0{col 52}{txt}  (omitted)
{space 36}7  {c |}{col 40}{res}{space 2} 1.761004{col 52}{space 2} .5649245{col 63}{space 1}    3.12{col 72}{space 3}0.002{col 80}{space 4} .6537728{col 93}{space 3} 2.868236
{txt}{space 36}8  {c |}{col 40}{res}{space 2} 1.140245{col 52}{space 2} .8346791{col 63}{space 1}    1.37{col 72}{space 3}0.172{col 80}{space 4}-.4956964{col 93}{space 3} 2.776186
{txt}{space 36}9  {c |}{col 40}{res}{space 2} 1.081444{col 52}{space 2} .8336533{col 63}{space 1}    1.30{col 72}{space 3}0.195{col 80}{space 4}-.5524861{col 93}{space 3} 2.715375
{txt}{space 35}11  {c |}{col 40}{res}{space 2} 1.862981{col 52}{space 2} .7687443{col 63}{space 1}    2.42{col 72}{space 3}0.015{col 80}{space 4} .3562702{col 93}{space 3} 3.369693
{txt}{space 35}12  {c |}{col 40}{res}{space 2} 2.143728{col 52}{space 2} .7366692{col 63}{space 1}    2.91{col 72}{space 3}0.004{col 80}{space 4} .6998827{col 93}{space 3} 3.587573
{txt}{space 35}13  {c |}{col 40}{res}{space 2} 1.519022{col 52}{space 2} .8156605{col 63}{space 1}    1.86{col 72}{space 3}0.063{col 80}{space 4}-.0796428{col 93}{space 3} 3.117687
{txt}{space 35}14  {c |}{col 40}{res}{space 2} 1.194393{col 52}{space 2} .7753347{col 63}{space 1}    1.54{col 72}{space 3}0.123{col 80}{space 4} -.325235{col 93}{space 3} 2.714021
{txt}{space 35}15  {c |}{col 40}{res}{space 2} 1.500317{col 52}{space 2}  .710288{col 63}{space 1}    2.11{col 72}{space 3}0.035{col 80}{space 4} .1081785{col 93}{space 3} 2.892456
{txt}{space 35}16  {c |}{col 40}{res}{space 2}-.0440615{col 52}{space 2} .4386682{col 63}{space 1}   -0.10{col 72}{space 3}0.920{col 80}{space 4}-.9038354{col 93}{space 3} .8157124
{txt}{space 35}17  {c |}{col 40}{res}{space 2}-.8865909{col 52}{space 2} .4004876{col 63}{space 1}   -2.21{col 72}{space 3}0.027{col 80}{space 4}-1.671532{col 93}{space 3}-.1016496
{txt}{space 35}18  {c |}{col 40}{res}{space 2} 1.336813{col 52}{space 2} .8062215{col 63}{space 1}    1.66{col 72}{space 3}0.097{col 80}{space 4}-.2433525{col 93}{space 3} 2.916978
{txt}{space 35}19  {c |}{col 40}{res}{space 2} -1.59963{col 52}{space 2} .6504657{col 63}{space 1}   -2.46{col 72}{space 3}0.014{col 80}{space 4}-2.874519{col 93}{space 3}-.3247405
{txt}{space 35}21  {c |}{col 40}{res}{space 2} .5720149{col 52}{space 2} .8831235{col 63}{space 1}    0.65{col 72}{space 3}0.517{col 80}{space 4}-1.158875{col 93}{space 3} 2.302905
{txt}{space 35}23  {c |}{col 40}{res}{space 2}-.9558851{col 52}{space 2}  .413148{col 63}{space 1}   -2.31{col 72}{space 3}0.021{col 80}{space 4} -1.76564{col 93}{space 3}-.1461299
{txt}{space 35}24  {c |}{col 40}{res}{space 2}-1.977898{col 52}{space 2}  .713439{col 63}{space 1}   -2.77{col 72}{space 3}0.006{col 80}{space 4}-3.376213{col 93}{space 3}-.5795833
{txt}{space 35}25  {c |}{col 40}{res}{space 2} 1.821276{col 52}{space 2} .5565474{col 63}{space 1}    3.27{col 72}{space 3}0.001{col 80}{space 4}  .730463{col 93}{space 3} 2.912089
{txt}{space 35}26  {c |}{col 40}{res}{space 2} .1451183{col 52}{space 2} .8201311{col 63}{space 1}    0.18{col 72}{space 3}0.860{col 80}{space 4}-1.462309{col 93}{space 3} 1.752546
{txt}{space 35}27  {c |}{col 40}{res}{space 2} 1.439845{col 52}{space 2} .8044333{col 63}{space 1}    1.79{col 72}{space 3}0.073{col 80}{space 4}-.1368152{col 93}{space 3} 3.016505
{txt}{space 35}33  {c |}{col 40}{res}{space 2}-2.120875{col 52}{space 2} .9611523{col 63}{space 1}   -2.21{col 72}{space 3}0.027{col 80}{space 4}-4.004699{col 93}{space 3}-.2370511
{txt}{space 35}34  {c |}{col 40}{res}{space 2}-1.815956{col 52}{space 2} .9053257{col 63}{space 1}   -2.01{col 72}{space 3}0.045{col 80}{space 4}-3.590362{col 93}{space 3}  -.04155
{txt}{space 35}37  {c |}{col 40}{res}{space 2}-3.818998{col 52}{space 2}  .886317{col 63}{space 1}   -4.31{col 72}{space 3}0.000{col 80}{space 4}-5.556148{col 93}{space 3}-2.081849
{txt}{space 35}43  {c |}{col 40}{res}{space 2}-2.789204{col 52}{space 2} .8057711{col 63}{space 1}   -3.46{col 72}{space 3}0.001{col 80}{space 4}-4.368486{col 93}{space 3}-1.209921
{txt}{space 35}44  {c |}{col 40}{res}{space 2}-1.929738{col 52}{space 2} .6610208{col 63}{space 1}   -2.92{col 72}{space 3}0.004{col 80}{space 4}-3.225315{col 93}{space 3}-.6341609
{txt}{space 35}45  {c |}{col 40}{res}{space 2}-1.719042{col 52}{space 2}   1.0971{col 63}{space 1}   -1.57{col 72}{space 3}0.117{col 80}{space 4}-3.869318{col 93}{space 3} .4312344
{txt}{space 35}49  {c |}{col 40}{res}{space 2}-1.453712{col 52}{space 2} 1.043498{col 63}{space 1}   -1.39{col 72}{space 3}0.164{col 80}{space 4} -3.49893{col 93}{space 3} .5915064
{txt}{space 34}100  {c |}{col 40}{res}{space 2} .0262493{col 52}{space 2}  .715809{col 63}{space 1}    0.04{col 72}{space 3}0.971{col 80}{space 4} -1.37671{col 93}{space 3} 1.429209
{txt}{space 34}102  {c |}{col 40}{res}{space 2}-2.747185{col 52}{space 2} .7870114{col 63}{space 1}   -3.49{col 72}{space 3}0.000{col 80}{space 4}-4.289699{col 93}{space 3} -1.20467
{txt}{space 34}103  {c |}{col 40}{res}{space 2}-.1993866{col 52}{space 2} .8498184{col 63}{space 1}   -0.23{col 72}{space 3}0.815{col 80}{space 4}   -1.865{col 93}{space 3} 1.466227
{txt}{space 34}107  {c |}{col 40}{res}{space 2}-1.863341{col 52}{space 2} .4306213{col 63}{space 1}   -4.33{col 72}{space 3}0.000{col 80}{space 4}-2.707343{col 93}{space 3}-1.019339
{txt}{space 34}108  {c |}{col 40}{res}{space 2}-1.313093{col 52}{space 2} .8882895{col 63}{space 1}   -1.48{col 72}{space 3}0.139{col 80}{space 4}-3.054108{col 93}{space 3} .4279229
{txt}{space 34}109  {c |}{col 40}{res}{space 2}   .02619{col 52}{space 2} 1.028177{col 63}{space 1}    0.03{col 72}{space 3}0.980{col 80}{space 4}-1.988999{col 93}{space 3} 2.041379
{txt}{space 34}110  {c |}{col 40}{res}{space 2}-1.226446{col 52}{space 2} .5446958{col 63}{space 1}   -2.25{col 72}{space 3}0.024{col 80}{space 4} -2.29403{col 93}{space 3}-.1588614
{txt}{space 34}111  {c |}{col 40}{res}{space 2}-.8415572{col 52}{space 2} .3970892{col 63}{space 1}   -2.12{col 72}{space 3}0.034{col 80}{space 4}-1.619838{col 93}{space 3}-.0632767
{txt}{space 34}112  {c |}{col 40}{res}{space 2}-4.619681{col 52}{space 2}  .758815{col 63}{space 1}   -6.09{col 72}{space 3}0.000{col 80}{space 4}-6.106931{col 93}{space 3}-3.132431
{txt}{space 34}114  {c |}{col 40}{res}{space 2}-1.605253{col 52}{space 2} 1.152898{col 63}{space 1}   -1.39{col 72}{space 3}0.164{col 80}{space 4}-3.864891{col 93}{space 3} .6543846
{txt}{space 34}116  {c |}{col 40}{res}{space 2}-2.816051{col 52}{space 2} .6299092{col 63}{space 1}   -4.47{col 72}{space 3}0.000{col 80}{space 4}-4.050651{col 93}{space 3}-1.581452
{txt}{space 34}119  {c |}{col 40}{res}{space 2}        0{col 52}{txt}  (omitted)
{space 38} {c |}
{space 31}yearfe2 {c |}{col 40}{res}{space 2}-.0602927{col 52}{space 2} .0574831{col 63}{space 1}   -1.05{col 72}{space 3}0.294{col 80}{space 4}-.1729574{col 93}{space 3}  .052372
{txt}{space 31}yearfe3 {c |}{col 40}{res}{space 2}-.2026292{col 52}{space 2} .2134205{col 63}{space 1}   -0.95{col 72}{space 3}0.342{col 80}{space 4}-.6209256{col 93}{space 3} .2156673
{txt}{space 31}yearfe4 {c |}{col 40}{res}{space 2}-.4098204{col 52}{space 2}   .14256{col 63}{space 1}   -2.87{col 72}{space 3}0.004{col 80}{space 4}-.6892329{col 93}{space 3}-.1304078
{txt}{space 31}yearfe5 {c |}{col 40}{res}{space 2}-.5181893{col 52}{space 2} .1685347{col 63}{space 1}   -3.07{col 72}{space 3}0.002{col 80}{space 4}-.8485112{col 93}{space 3}-.1878675
{txt}{space 31}yearfe6 {c |}{col 40}{res}{space 2}-.5653155{col 52}{space 2} .1158605{col 63}{space 1}   -4.88{col 72}{space 3}0.000{col 80}{space 4}-.7923979{col 93}{space 3}-.3382332
{txt}{space 31}yearfe7 {c |}{col 40}{res}{space 2}-.5382285{col 52}{space 2} .2094315{col 63}{space 1}   -2.57{col 72}{space 3}0.010{col 80}{space 4}-.9487066{col 93}{space 3}-.1277504
{txt}{space 31}yearfe8 {c |}{col 40}{res}{space 2}-.4934914{col 52}{space 2} .1404741{col 63}{space 1}   -3.51{col 72}{space 3}0.000{col 80}{space 4}-.7688155{col 93}{space 3}-.2181673
{txt}{space 31}yearfe9 {c |}{col 40}{res}{space 2}-.0903768{col 52}{space 2} .1306694{col 63}{space 1}   -0.69{col 72}{space 3}0.489{col 80}{space 4}-.3464841{col 93}{space 3} .1657305
{txt}{space 30}yearfe10 {c |}{col 40}{res}{space 2}        0{col 52}{txt}  (omitted)
{space 30}yearfe11 {c |}{col 40}{res}{space 2} .0904064{col 52}{space 2}  .159874{col 63}{space 1}    0.57{col 72}{space 3}0.572{col 80}{space 4}-.2229409{col 93}{space 3} .4037538
{txt}{space 30}yearfe12 {c |}{col 40}{res}{space 2} .0729893{col 52}{space 2}  .139891{col 63}{space 1}    0.52{col 72}{space 3}0.602{col 80}{space 4} -.201192{col 93}{space 3} .3471706
{txt}{space 30}yearfe13 {c |}{col 40}{res}{space 2} .1168539{col 52}{space 2} .1550902{col 63}{space 1}    0.75{col 72}{space 3}0.451{col 80}{space 4}-.1871172{col 93}{space 3}  .420825
{txt}{space 30}yearfe14 {c |}{col 40}{res}{space 2} .1194016{col 52}{space 2} .1459689{col 63}{space 1}    0.82{col 72}{space 3}0.413{col 80}{space 4}-.1666922{col 93}{space 3} .4054954
{txt}{space 30}yearfe15 {c |}{col 40}{res}{space 2} .1365901{col 52}{space 2} .1567099{col 63}{space 1}    0.87{col 72}{space 3}0.383{col 80}{space 4}-.1705557{col 93}{space 3} .4437359
{txt}{space 30}yearfe16 {c |}{col 40}{res}{space 2} .1134775{col 52}{space 2} .1578448{col 63}{space 1}    0.72{col 72}{space 3}0.472{col 80}{space 4}-.1958928{col 93}{space 3} .4228477
{txt}{space 38} {c |}
{space 32}psc_id {c |}
{space 36}2  {c |}{col 40}{res}{space 2}-.4212917{col 52}{space 2} .2418176{col 63}{space 1}   -1.74{col 72}{space 3}0.081{col 80}{space 4}-.8952455{col 93}{space 3} .0526621
{txt}{space 36}3  {c |}{col 40}{res}{space 2}-.0326152{col 52}{space 2} .0456476{col 63}{space 1}   -0.71{col 72}{space 3}0.475{col 80}{space 4}-.1220829{col 93}{space 3} .0568524
{txt}{space 36}4  {c |}{col 40}{res}{space 2} .1244851{col 52}{space 2}  .199065{col 63}{space 1}    0.63{col 72}{space 3}0.532{col 80}{space 4}-.2656752{col 93}{space 3} .5146454
{txt}{space 36}5  {c |}{col 40}{res}{space 2}-.7837014{col 52}{space 2} .0850828{col 63}{space 1}   -9.21{col 72}{space 3}0.000{col 80}{space 4}-.9504606{col 93}{space 3}-.6169422
{txt}{space 36}6  {c |}{col 40}{res}{space 2}-.3768717{col 52}{space 2} .0840669{col 63}{space 1}   -4.48{col 72}{space 3}0.000{col 80}{space 4}-.5416398{col 93}{space 3}-.2121036
{txt}{space 36}7  {c |}{col 40}{res}{space 2}-.4123235{col 52}{space 2} .0949516{col 63}{space 1}   -4.34{col 72}{space 3}0.000{col 80}{space 4}-.5984251{col 93}{space 3}-.2262218
{txt}{space 36}8  {c |}{col 40}{res}{space 2} .0768891{col 52}{space 2} .0894614{col 63}{space 1}    0.86{col 72}{space 3}0.390{col 80}{space 4} -.098452{col 93}{space 3} .2522301
{txt}{space 36}9  {c |}{col 40}{res}{space 2} .1886559{col 52}{space 2} .1293822{col 63}{space 1}    1.46{col 72}{space 3}0.145{col 80}{space 4}-.0649285{col 93}{space 3} .4422403
{txt}{space 35}10  {c |}{col 40}{res}{space 2} .4362908{col 52}{space 2}  .097816{col 63}{space 1}    4.46{col 72}{space 3}0.000{col 80}{space 4}  .244575{col 93}{space 3} .6280066
{txt}{space 35}11  {c |}{col 40}{res}{space 2}-.1241639{col 52}{space 2} .0811388{col 63}{space 1}   -1.53{col 72}{space 3}0.126{col 80}{space 4}-.2831931{col 93}{space 3} .0348653
{txt}{space 35}12  {c |}{col 40}{res}{space 2} .6576739{col 52}{space 2} .0997284{col 63}{space 1}    6.59{col 72}{space 3}0.000{col 80}{space 4} .4622098{col 93}{space 3}  .853138
{txt}{space 35}13  {c |}{col 40}{res}{space 2} 1.189133{col 52}{space 2} .2323333{col 63}{space 1}    5.12{col 72}{space 3}0.000{col 80}{space 4} .7337685{col 93}{space 3} 1.644498
{txt}{space 35}14  {c |}{col 40}{res}{space 2} .8431274{col 52}{space 2} .1963583{col 63}{space 1}    4.29{col 72}{space 3}0.000{col 80}{space 4} .4582723{col 93}{space 3} 1.227983
{txt}{space 35}15  {c |}{col 40}{res}{space 2} .4398868{col 52}{space 2} .0263975{col 63}{space 1}   16.66{col 72}{space 3}0.000{col 80}{space 4} .3881486{col 93}{space 3}  .491625
{txt}{space 35}16  {c |}{col 40}{res}{space 2} 1.510987{col 52}{space 2} .0377197{col 63}{space 1}   40.06{col 72}{space 3}0.000{col 80}{space 4} 1.437057{col 93}{space 3} 1.584916
{txt}{space 35}17  {c |}{col 40}{res}{space 2}-.1422041{col 52}{space 2} .0383824{col 63}{space 1}   -3.70{col 72}{space 3}0.000{col 80}{space 4}-.2174323{col 93}{space 3}-.0669759
{txt}{space 35}18  {c |}{col 40}{res}{space 2} .3158038{col 52}{space 2} .0463224{col 63}{space 1}    6.82{col 72}{space 3}0.000{col 80}{space 4} .2250135{col 93}{space 3} .4065941
{txt}{space 35}19  {c |}{col 40}{res}{space 2} .1636996{col 52}{space 2} .0461566{col 63}{space 1}    3.55{col 72}{space 3}0.000{col 80}{space 4} .0732342{col 93}{space 3} .2541649
{txt}{space 35}20  {c |}{col 40}{res}{space 2} .2178693{col 52}{space 2} .0587775{col 63}{space 1}    3.71{col 72}{space 3}0.000{col 80}{space 4} .1026675{col 93}{space 3}  .333071
{txt}{space 35}21  {c |}{col 40}{res}{space 2} .9594181{col 52}{space 2} .2937262{col 63}{space 1}    3.27{col 72}{space 3}0.001{col 80}{space 4} .3837252{col 93}{space 3} 1.535111
{txt}{space 35}22  {c |}{col 40}{res}{space 2}  .471832{col 52}{space 2} .0307115{col 63}{space 1}   15.36{col 72}{space 3}0.000{col 80}{space 4} .4116386{col 93}{space 3} .5320255
{txt}{space 35}23  {c |}{col 40}{res}{space 2} .6177726{col 52}{space 2} .0845879{col 63}{space 1}    7.30{col 72}{space 3}0.000{col 80}{space 4} .4519833{col 93}{space 3} .7835619
{txt}{space 35}24  {c |}{col 40}{res}{space 2} .4921969{col 52}{space 2} .0810484{col 63}{space 1}    6.07{col 72}{space 3}0.000{col 80}{space 4}  .333345{col 93}{space 3} .6510489
{txt}{space 35}25  {c |}{col 40}{res}{space 2} .8237022{col 52}{space 2}  .153522{col 63}{space 1}    5.37{col 72}{space 3}0.000{col 80}{space 4} .5228045{col 93}{space 3}   1.1246
{txt}{space 35}26  {c |}{col 40}{res}{space 2} .7889865{col 52}{space 2}  .123928{col 63}{space 1}    6.37{col 72}{space 3}0.000{col 80}{space 4} .5460921{col 93}{space 3} 1.031881
{txt}{space 35}27  {c |}{col 40}{res}{space 2} .7144469{col 52}{space 2} .0830217{col 63}{space 1}    8.61{col 72}{space 3}0.000{col 80}{space 4} .5517273{col 93}{space 3} .8771664
{txt}{space 35}28  {c |}{col 40}{res}{space 2} .7411013{col 52}{space 2}  .048034{col 63}{space 1}   15.43{col 72}{space 3}0.000{col 80}{space 4} .6469563{col 93}{space 3} .8352462
{txt}{space 35}29  {c |}{col 40}{res}{space 2} .4516975{col 52}{space 2} .0701353{col 63}{space 1}    6.44{col 72}{space 3}0.000{col 80}{space 4} .3142348{col 93}{space 3} .5891601
{txt}{space 35}30  {c |}{col 40}{res}{space 2} .3907292{col 52}{space 2} .1638923{col 63}{space 1}    2.38{col 72}{space 3}0.017{col 80}{space 4} .0695061{col 93}{space 3} .7119523
{txt}{space 35}31  {c |}{col 40}{res}{space 2} .3488524{col 52}{space 2} .0321794{col 63}{space 1}   10.84{col 72}{space 3}0.000{col 80}{space 4}  .285782{col 93}{space 3} .4119229
{txt}{space 35}32  {c |}{col 40}{res}{space 2} .1682605{col 52}{space 2} .0434851{col 63}{space 1}    3.87{col 72}{space 3}0.000{col 80}{space 4} .0830313{col 93}{space 3} .2534897
{txt}{space 35}33  {c |}{col 40}{res}{space 2} .5909445{col 52}{space 2} .0402574{col 63}{space 1}   14.68{col 72}{space 3}0.000{col 80}{space 4} .5120415{col 93}{space 3} .6698476
{txt}{space 35}34  {c |}{col 40}{res}{space 2} .1684916{col 52}{space 2} .1111553{col 63}{space 1}    1.52{col 72}{space 3}0.130{col 80}{space 4}-.0493687{col 93}{space 3} .3863519
{txt}{space 35}35  {c |}{col 40}{res}{space 2} .2890216{col 52}{space 2} .0489195{col 63}{space 1}    5.91{col 72}{space 3}0.000{col 80}{space 4} .1931412{col 93}{space 3}  .384902
{txt}{space 35}36  {c |}{col 40}{res}{space 2} .0544568{col 52}{space 2} .0324925{col 63}{space 1}    1.68{col 72}{space 3}0.094{col 80}{space 4}-.0092273{col 93}{space 3} .1181408
{txt}{space 35}37  {c |}{col 40}{res}{space 2} .0427221{col 52}{space 2} .0268879{col 63}{space 1}    1.59{col 72}{space 3}0.112{col 80}{space 4}-.0099772{col 93}{space 3} .0954213
{txt}{space 35}38  {c |}{col 40}{res}{space 2} .0746476{col 52}{space 2} .2334839{col 63}{space 1}    0.32{col 72}{space 3}0.749{col 80}{space 4}-.3829725{col 93}{space 3} .5322677
{txt}{space 35}39  {c |}{col 40}{res}{space 2} .1064909{col 52}{space 2}   .06569{col 63}{space 1}    1.62{col 72}{space 3}0.105{col 80}{space 4}-.0222591{col 93}{space 3}  .235241
{txt}{space 35}40  {c |}{col 40}{res}{space 2} .3580176{col 52}{space 2} .0831075{col 63}{space 1}    4.31{col 72}{space 3}0.000{col 80}{space 4} .1951299{col 93}{space 3} .5209054
{txt}{space 35}41  {c |}{col 40}{res}{space 2} .5254974{col 52}{space 2}  .092428{col 63}{space 1}    5.69{col 72}{space 3}0.000{col 80}{space 4} .3443419{col 93}{space 3} .7066528
{txt}{space 35}42  {c |}{col 40}{res}{space 2}  2.08536{col 52}{space 2} .3383407{col 63}{space 1}    6.16{col 72}{space 3}0.000{col 80}{space 4} 1.422224{col 93}{space 3} 2.748495
{txt}{space 35}43  {c |}{col 40}{res}{space 2} .6168685{col 52}{space 2} .0446954{col 63}{space 1}   13.80{col 72}{space 3}0.000{col 80}{space 4} .5292672{col 93}{space 3} .7044699
{txt}{space 35}44  {c |}{col 40}{res}{space 2}  .164905{col 52}{space 2} .0585266{col 63}{space 1}    2.82{col 72}{space 3}0.005{col 80}{space 4} .0501949{col 93}{space 3} .2796151
{txt}{space 35}45  {c |}{col 40}{res}{space 2} .2104738{col 52}{space 2} .0339491{col 63}{space 1}    6.20{col 72}{space 3}0.000{col 80}{space 4} .1439347{col 93}{space 3} .2770129
{txt}{space 35}46  {c |}{col 40}{res}{space 2} .4787521{col 52}{space 2} .0681992{col 63}{space 1}    7.02{col 72}{space 3}0.000{col 80}{space 4} .3450841{col 93}{space 3} .6124201
{txt}{space 35}47  {c |}{col 40}{res}{space 2} .2762082{col 52}{space 2} .0612161{col 63}{space 1}    4.51{col 72}{space 3}0.000{col 80}{space 4} .1562269{col 93}{space 3} .3961894
{txt}{space 35}48  {c |}{col 40}{res}{space 2} .6150726{col 52}{space 2} .0418759{col 63}{space 1}   14.69{col 72}{space 3}0.000{col 80}{space 4} .5329974{col 93}{space 3} .6971479
{txt}{space 35}49  {c |}{col 40}{res}{space 2} .2058525{col 52}{space 2} .1084104{col 63}{space 1}    1.90{col 72}{space 3}0.058{col 80}{space 4}-.0066279{col 93}{space 3}  .418333
{txt}{space 35}50  {c |}{col 40}{res}{space 2} 1.116232{col 52}{space 2}   .36863{col 63}{space 1}    3.03{col 72}{space 3}0.002{col 80}{space 4} .3937302{col 93}{space 3} 1.838733
{txt}{space 35}51  {c |}{col 40}{res}{space 2} .1768941{col 52}{space 2} .0526827{col 63}{space 1}    3.36{col 72}{space 3}0.001{col 80}{space 4} .0736379{col 93}{space 3} .2801503
{txt}{space 35}52  {c |}{col 40}{res}{space 2} .5554644{col 52}{space 2} .0344445{col 63}{space 1}   16.13{col 72}{space 3}0.000{col 80}{space 4} .4879544{col 93}{space 3} .6229744
{txt}{space 35}53  {c |}{col 40}{res}{space 2} .8027884{col 52}{space 2} .2011437{col 63}{space 1}    3.99{col 72}{space 3}0.000{col 80}{space 4}  .408554{col 93}{space 3} 1.197023
{txt}{space 35}54  {c |}{col 40}{res}{space 2} -.051874{col 52}{space 2} .0722642{col 63}{space 1}   -0.72{col 72}{space 3}0.473{col 80}{space 4}-.1935092{col 93}{space 3} .0897612
{txt}{space 35}55  {c |}{col 40}{res}{space 2}  .597338{col 52}{space 2} .0391003{col 63}{space 1}   15.28{col 72}{space 3}0.000{col 80}{space 4} .5207028{col 93}{space 3} .6739733
{txt}{space 35}56  {c |}{col 40}{res}{space 2} .6111798{col 52}{space 2} .1153714{col 63}{space 1}    5.30{col 72}{space 3}0.000{col 80}{space 4} .3850562{col 93}{space 3} .8373035
{txt}{space 35}57  {c |}{col 40}{res}{space 2} 1.013991{col 52}{space 2} .1120848{col 63}{space 1}    9.05{col 72}{space 3}0.000{col 80}{space 4} .7943084{col 93}{space 3} 1.233673
{txt}{space 35}58  {c |}{col 40}{res}{space 2} 1.029317{col 52}{space 2} .1005956{col 63}{space 1}   10.23{col 72}{space 3}0.000{col 80}{space 4} .8321532{col 93}{space 3} 1.226481
{txt}{space 35}59  {c |}{col 40}{res}{space 2} .7580982{col 52}{space 2} .0487558{col 63}{space 1}   15.55{col 72}{space 3}0.000{col 80}{space 4} .6625385{col 93}{space 3} .8536578
{txt}{space 35}60  {c |}{col 40}{res}{space 2} .3971958{col 52}{space 2} .2600651{col 63}{space 1}    1.53{col 72}{space 3}0.127{col 80}{space 4}-.1125224{col 93}{space 3}  .906914
{txt}{space 35}61  {c |}{col 40}{res}{space 2}-.0431336{col 52}{space 2} .1007537{col 63}{space 1}   -0.43{col 72}{space 3}0.669{col 80}{space 4}-.2406072{col 93}{space 3}   .15434
{txt}{space 35}62  {c |}{col 40}{res}{space 2} 1.147981{col 52}{space 2} .1584888{col 63}{space 1}    7.24{col 72}{space 3}0.000{col 80}{space 4} .8373481{col 93}{space 3} 1.458613
{txt}{space 35}63  {c |}{col 40}{res}{space 2} .8183134{col 52}{space 2} .0346882{col 63}{space 1}   23.59{col 72}{space 3}0.000{col 80}{space 4} .7503258{col 93}{space 3} .8863009
{txt}{space 35}64  {c |}{col 40}{res}{space 2}-.0125903{col 52}{space 2} .4455588{col 63}{space 1}   -0.03{col 72}{space 3}0.977{col 80}{space 4}-.8858695{col 93}{space 3} .8606889
{txt}{space 35}65  {c |}{col 40}{res}{space 2} .5860001{col 52}{space 2} .1127549{col 63}{space 1}    5.20{col 72}{space 3}0.000{col 80}{space 4} .3650046{col 93}{space 3} .8069956
{txt}{space 35}66  {c |}{col 40}{res}{space 2} .3407318{col 52}{space 2} .1691043{col 63}{space 1}    2.01{col 72}{space 3}0.044{col 80}{space 4} .0092934{col 93}{space 3} .6721702
{txt}{space 35}67  {c |}{col 40}{res}{space 2} .4503904{col 52}{space 2} .2646738{col 63}{space 1}    1.70{col 72}{space 3}0.089{col 80}{space 4}-.0683606{col 93}{space 3} .9691415
{txt}{space 35}68  {c |}{col 40}{res}{space 2} .3181233{col 52}{space 2} .0680333{col 63}{space 1}    4.68{col 72}{space 3}0.000{col 80}{space 4} .1847804{col 93}{space 3} .4514661
{txt}{space 35}69  {c |}{col 40}{res}{space 2} .4102493{col 52}{space 2} .1460179{col 63}{space 1}    2.81{col 72}{space 3}0.005{col 80}{space 4} .1240595{col 93}{space 3} .6964391
{txt}{space 35}70  {c |}{col 40}{res}{space 2} 1.396179{col 52}{space 2} .3552579{col 63}{space 1}    3.93{col 72}{space 3}0.000{col 80}{space 4} .6998862{col 93}{space 3} 2.092472
{txt}{space 35}71  {c |}{col 40}{res}{space 2} .6408438{col 52}{space 2} .3971621{col 63}{space 1}    1.61{col 72}{space 3}0.107{col 80}{space 4}-.1375795{col 93}{space 3} 1.419267
{txt}{space 35}72  {c |}{col 40}{res}{space 2} 1.751216{col 52}{space 2} .3128815{col 63}{space 1}    5.60{col 72}{space 3}0.000{col 80}{space 4}  1.13798{col 93}{space 3} 2.364453
{txt}{space 35}73  {c |}{col 40}{res}{space 2} 1.102222{col 52}{space 2} .1865267{col 63}{space 1}    5.91{col 72}{space 3}0.000{col 80}{space 4}  .736636{col 93}{space 3} 1.467807
{txt}{space 35}74  {c |}{col 40}{res}{space 2} .3192104{col 52}{space 2}  .217346{col 63}{space 1}    1.47{col 72}{space 3}0.142{col 80}{space 4}-.1067799{col 93}{space 3} .7452008
{txt}{space 35}75  {c |}{col 40}{res}{space 2} 2.288414{col 52}{space 2} .2916647{col 63}{space 1}    7.85{col 72}{space 3}0.000{col 80}{space 4} 1.716762{col 93}{space 3} 2.860067
{txt}{space 35}76  {c |}{col 40}{res}{space 2} .7692869{col 52}{space 2} .1056495{col 63}{space 1}    7.28{col 72}{space 3}0.000{col 80}{space 4} .5622177{col 93}{space 3}  .976356
{txt}{space 35}77  {c |}{col 40}{res}{space 2} 1.432665{col 52}{space 2} .0688512{col 63}{space 1}   20.81{col 72}{space 3}0.000{col 80}{space 4} 1.297719{col 93}{space 3} 1.567611
{txt}{space 35}78  {c |}{col 40}{res}{space 2} .6387669{col 52}{space 2} .1796266{col 63}{space 1}    3.56{col 72}{space 3}0.000{col 80}{space 4} .2867053{col 93}{space 3} .9908286
{txt}{space 35}79  {c |}{col 40}{res}{space 2}-1.369754{col 52}{space 2} .1274178{col 63}{space 1}  -10.75{col 72}{space 3}0.000{col 80}{space 4}-1.619488{col 93}{space 3}-1.120019
{txt}{space 35}80  {c |}{col 40}{res}{space 2}-.7720823{col 52}{space 2} .1017394{col 63}{space 1}   -7.59{col 72}{space 3}0.000{col 80}{space 4}-.9714879{col 93}{space 3}-.5726767
{txt}{space 35}81  {c |}{col 40}{res}{space 2}-.3418828{col 52}{space 2} .2048432{col 63}{space 1}   -1.67{col 72}{space 3}0.095{col 80}{space 4}-.7433681{col 93}{space 3} .0596025
{txt}{space 35}82  {c |}{col 40}{res}{space 2}-.7872757{col 52}{space 2} .0821577{col 63}{space 1}   -9.58{col 72}{space 3}0.000{col 80}{space 4}-.9483019{col 93}{space 3}-.6262495
{txt}{space 35}83  {c |}{col 40}{res}{space 2}-.6080946{col 52}{space 2} .1324477{col 63}{space 1}   -4.59{col 72}{space 3}0.000{col 80}{space 4}-.8676872{col 93}{space 3}-.3485019
{txt}{space 35}84  {c |}{col 40}{res}{space 2}-.6052918{col 52}{space 2} .0840337{col 63}{space 1}   -7.20{col 72}{space 3}0.000{col 80}{space 4}-.7699948{col 93}{space 3}-.4405888
{txt}{space 35}85  {c |}{col 40}{res}{space 2}-.3757147{col 52}{space 2} .0677276{col 63}{space 1}   -5.55{col 72}{space 3}0.000{col 80}{space 4}-.5084583{col 93}{space 3}-.2429711
{txt}{space 35}86  {c |}{col 40}{res}{space 2}-.8196851{col 52}{space 2} .2054611{col 63}{space 1}   -3.99{col 72}{space 3}0.000{col 80}{space 4}-1.222381{col 93}{space 3}-.4169888
{txt}{space 35}87  {c |}{col 40}{res}{space 2}-.7956473{col 52}{space 2} .1140814{col 63}{space 1}   -6.97{col 72}{space 3}0.000{col 80}{space 4}-1.019243{col 93}{space 3}-.5720518
{txt}{space 35}88  {c |}{col 40}{res}{space 2}-1.041093{col 52}{space 2} .2411182{col 63}{space 1}   -4.32{col 72}{space 3}0.000{col 80}{space 4}-1.513676{col 93}{space 3}-.5685098
{txt}{space 35}89  {c |}{col 40}{res}{space 2}-1.413121{col 52}{space 2} .1419438{col 63}{space 1}   -9.96{col 72}{space 3}0.000{col 80}{space 4}-1.691326{col 93}{space 3}-1.134917
{txt}{space 35}90  {c |}{col 40}{res}{space 2}-1.185721{col 52}{space 2}  .136761{col 63}{space 1}   -8.67{col 72}{space 3}0.000{col 80}{space 4}-1.453768{col 93}{space 3}-.9176746
{txt}{space 35}91  {c |}{col 40}{res}{space 2}-.3710261{col 52}{space 2} .1330652{col 63}{space 1}   -2.79{col 72}{space 3}0.005{col 80}{space 4}-.6318291{col 93}{space 3}-.1102231
{txt}{space 35}92  {c |}{col 40}{res}{space 2} .0930043{col 52}{space 2} .2343479{col 63}{space 1}    0.40{col 72}{space 3}0.691{col 80}{space 4}-.3663092{col 93}{space 3} .5523178
{txt}{space 35}93  {c |}{col 40}{res}{space 2}-.3529066{col 52}{space 2} .1408204{col 63}{space 1}   -2.51{col 72}{space 3}0.012{col 80}{space 4}-.6289095{col 93}{space 3}-.0769037
{txt}{space 35}94  {c |}{col 40}{res}{space 2}-.9753716{col 52}{space 2} .0846365{col 63}{space 1}  -11.52{col 72}{space 3}0.000{col 80}{space 4}-1.141256{col 93}{space 3}-.8094871
{txt}{space 35}95  {c |}{col 40}{res}{space 2}-.9057736{col 52}{space 2} .0956785{col 63}{space 1}   -9.47{col 72}{space 3}0.000{col 80}{space 4}  -1.0933{col 93}{space 3}-.7182472
{txt}{space 35}96  {c |}{col 40}{res}{space 2}-.4549341{col 52}{space 2}  .103646{col 63}{space 1}   -4.39{col 72}{space 3}0.000{col 80}{space 4}-.6580765{col 93}{space 3}-.2517916
{txt}{space 35}97  {c |}{col 40}{res}{space 2}-.8022305{col 52}{space 2} .1647439{col 63}{space 1}   -4.87{col 72}{space 3}0.000{col 80}{space 4}-1.125123{col 93}{space 3}-.4793384
{txt}{space 35}98  {c |}{col 40}{res}{space 2} .0926192{col 52}{space 2} .1712153{col 63}{space 1}    0.54{col 72}{space 3}0.589{col 80}{space 4}-.2429566{col 93}{space 3}  .428195
{txt}{space 35}99  {c |}{col 40}{res}{space 2}-.4890969{col 52}{space 2} .1580713{col 63}{space 1}   -3.09{col 72}{space 3}0.002{col 80}{space 4}-.7989109{col 93}{space 3}-.1792829
{txt}{space 34}100  {c |}{col 40}{res}{space 2} .3235343{col 52}{space 2}  .232481{col 63}{space 1}    1.39{col 72}{space 3}0.164{col 80}{space 4}-.1321201{col 93}{space 3} .7791887
{txt}{space 34}101  {c |}{col 40}{res}{space 2} .3834947{col 52}{space 2} .0734907{col 63}{space 1}    5.22{col 72}{space 3}0.000{col 80}{space 4} .2394555{col 93}{space 3} .5275338
{txt}{space 34}102  {c |}{col 40}{res}{space 2}        0{col 52}{txt}  (omitted)
{space 38} {c |}
{space 33}_cons {c |}{col 40}{res}{space 2}-.7517484{col 52}{space 2} .9028541{col 63}{space 1}   -0.83{col 72}{space 3}0.405{col 80}{space 4} -2.52131{col 93}{space 3} 1.017813
{txt}{hline 39}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. *
. estat ic

{txt}Akaike's information criterion and Bayesian information criterion

{hline 13}{c TT}{hline 63}
       Model {c |}          N   ll(null)  ll(model)      df        AIC        BIC
{hline 13}{c +}{hline 63}
{ralign 12:.}{col 14}{c |}{res}{col 16}   795,553{col 28}  -530537{col 39}-433618.5{col 50}    40{col 58} 867316.9{col 69} 867780.4
{txt}{hline 13}{c BT}{hline 63}
{p 0 6 0 77}Note: BIC uses N = number of observations. See {helpb bic_note:{bind:[R] BIC note}}.{p_end}

{com}. *
. 
. 
. *** FIGURES A3.2 & A3.3 ***
. 
. 
. 
. *** A3.1.1 PRESIDENTIAL ALIGNED AGENCIES: EVALUATED AT 10TH PCTILE [LOW POLITICIZATION] & 90TH PCTILE [HIGH POLITICIZATION] VALUES OF WITHINAGENCY_PACKING ///
> ***     [N = 153,728] ***
. 
. * Compute within-agency & overall distribution of agency_packing 'moderator' covariate *
. *
. *
. sum withinagency_packing if e(sample) & pol_align==1, detail

                    {txt}withinagency_packing
{hline 61}
      Percentiles      Smallest
 1%    {res}-.0641362       -.320994
{txt} 5%    {res}-.0641362       -.273434
{txt}10%    {res}-.0641362      -.1916324       {txt}Obs         {res}    153,728
{txt}25%    {res}-.0020672      -.1788643       {txt}Sum of Wgt. {res}    153,728

{txt}50%    {res}-.0000131                      {txt}Mean          {res}-.0025162
                        {txt}Largest       Std. Dev.     {res} .0374273
{txt}75%    {res} .0002127       .4490712
{txt}90%    {res}  .014702       .4490712       {txt}Variance      {res} .0014008
{txt}95%    {res}  .014702       .4490712       {txt}Skewness      {res} 1.934119
{txt}99%    {res} .1597132       .4490712       {txt}Kurtosis      {res} 12.52542
{txt}
{com}. *
. sum agency_packing if e(sample) & pol_align==1, detail

                   {txt}(first) agency_packing
{hline 61}
      Percentiles      Smallest
 1%    {res}        0              0
{txt} 5%    {res}        0              0
{txt}10%    {res}        0              0       {txt}Obs         {res}    153,728
{txt}25%    {res}  .062069              0       {txt}Sum of Wgt. {res}    153,728

{txt}50%    {res} .1322506                      {txt}Mean          {res} .1716339
                        {txt}Largest       Std. Dev.     {res} .1863459
{txt}75%    {res} .2238494              2
{txt}90%    {res} .4851852              2       {txt}Variance      {res} .0347248
{txt}95%    {res} .4851852              2       {txt}Skewness      {res} 3.638116
{txt}99%    {res} .6531792              2       {txt}Kurtosis      {res} 28.39815
{txt}
{com}. *
. * 
. ** Compute Marginal Effects at Three Distinct Values of Within-Agency Distribution of agency_packing 'moderator': ///
> ** 10th Percentile (LOW)  & 90TH Percentile [HIGH]
. 
. * IDEOLOGICALLY ALIGNED AGENCIES: LOW APPOINTEE POLITICIZATION -- COMPARING NON-EXECUTIVE & EXECUTIVE LEVEL CONTRACTING DECISIONS [1 & 2] * 
. margins ,  at(agency_packing = (-0.0641362)) over(execlevel) subpop(if pol_align==1) 
{res}
{txt}Predictive margins{col 49}Number of obs{col 67}= {res}   795,553
{txt}{col 1}Model VCE{col 14}: {res}Robust{txt}{col 49}Subpop. no. obs{col 67}={res}    153,728

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Pr(m11), predict()}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:over}:{space 1}{res:execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:at}:{space 1}{res:0.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 2}-.0641362}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:1.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 2}-.0641362}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26} Delta-method
{col 14}{c |}     Margin{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}execlevel {c |}
{space 10}0  {c |}{col 14}{res}{space 2} .4347749{col 26}{space 2} .0366092{col 37}{space 1}   11.88{col 46}{space 3}0.000{col 54}{space 4} .3630221{col 67}{space 3} .5065276
{txt}{space 10}1  {c |}{col 14}{res}{space 2}  .248363{col 26}{space 2} .0449362{col 37}{space 1}    5.53{col 46}{space 3}0.000{col 54}{space 4} .1602897{col 67}{space 3} .3364363
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. margins ,  at(agency_packing = (-0.0641362)) over(execlevel) subpop(if pol_align==1)  level(90)
{res}
{txt}Predictive margins{col 49}Number of obs{col 67}= {res}   795,553
{txt}{col 1}Model VCE{col 14}: {res}Robust{txt}{col 49}Subpop. no. obs{col 67}={res}    153,728

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Pr(m11), predict()}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:over}:{space 1}{res:execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:at}:{space 1}{res:0.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 2}-.0641362}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:1.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 2}-.0641362}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26} Delta-method
{col 14}{c |}     Margin{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [90% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}execlevel {c |}
{space 10}0  {c |}{col 14}{res}{space 2} .4347749{col 26}{space 2} .0366092{col 37}{space 1}   11.88{col 46}{space 3}0.000{col 54}{space 4}  .374558{col 67}{space 3} .4949917
{txt}{space 10}1  {c |}{col 14}{res}{space 2}  .248363{col 26}{space 2} .0449362{col 37}{space 1}    5.53{col 46}{space 3}0.000{col 54}{space 4} .1744496{col 67}{space 3} .3222764
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. *
. * IDEOLOGICALLY ALIGNED AGENCIES: LOW APPOINTEE POLITICIZATION -- PREDICTED PROBABILITY DIFFERENCE BETWEEN NON-EXECUTIVE & EXECUTIVE LEVEL CONTRACTING DECISIONS [3]* 
. margins ,  at(agency_packing = (-0.0641362)) over(execlevel) subpop(if pol_align==1) pwcompare
{res}
{txt}Pairwise comparisons of predictive margins{col 49}Number of obs{col 67}= {res}   795,553
{txt}{col 1}Model VCE{col 14}: {res}Robust{txt}{col 49}Subpop. no. obs{col 67}={res}    153,728

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Pr(m11), predict()}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:over}:{space 1}{res:execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:at}:{space 1}{res:0.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 2}-.0641362}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:1.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 2}-.0641362}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 14}{hline 12}
{col 14}{c |}{col 26} Delta-method{col 37}         Una{col 51}djusted
{col 14}{c |}   Contrast{col 26}   Std. Err.{col 38}     [95% Con{col 51}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 14}{hline 12}
{space 3}execlevel {c |}
{space 5}1 vs 0  {c |}{col 14}{res}{space 2}-.1864119{col 26}{space 2} .0221596{col 37}{space 5} -.229844{col 51}{space 3}-.1429798
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 14}{hline 12}
{res}{txt}
{com}. margins ,  at(agency_packing = (-0.0641362)) over(execlevel) subpop(if pol_align==1) pwcompare level(90)
{res}
{txt}Pairwise comparisons of predictive margins{col 49}Number of obs{col 67}= {res}   795,553
{txt}{col 1}Model VCE{col 14}: {res}Robust{txt}{col 49}Subpop. no. obs{col 67}={res}    153,728

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Pr(m11), predict()}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:over}:{space 1}{res:execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:at}:{space 1}{res:0.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 2}-.0641362}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:1.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 2}-.0641362}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 14}{hline 12}
{col 14}{c |}{col 26} Delta-method{col 37}         Una{col 51}djusted
{col 14}{c |}   Contrast{col 26}   Std. Err.{col 38}     [90% Con{col 51}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 14}{hline 12}
{space 3}execlevel {c |}
{space 5}1 vs 0  {c |}{col 14}{res}{space 2}-.1864119{col 26}{space 2} .0221596{col 37}{space 5}-.2228612{col 51}{space 3}-.1499625
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 14}{hline 12}
{res}{txt}
{com}. *
. *
. *
. * IDEOLOGICALLY ALIGNED AGENCIES: HIGH APPOINTEE POLITICIZATION -- COMPARING NON-EXECUTIVE & EXECUTIVE LEVEL CONTRACTING DECISIONS [4 & 5] * 
. margins ,  at(agency_packing = (0.014702)) over(execlevel) subpop(if pol_align==1) 
{res}
{txt}Predictive margins{col 49}Number of obs{col 67}= {res}   795,553
{txt}{col 1}Model VCE{col 14}: {res}Robust{txt}{col 49}Subpop. no. obs{col 67}={res}    153,728

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Pr(m11), predict()}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:over}:{space 1}{res:execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:at}:{space 1}{res:0.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 4}.014702}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:1.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 4}.014702}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26} Delta-method
{col 14}{c |}     Margin{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}execlevel {c |}
{space 10}0  {c |}{col 14}{res}{space 2} .4093284{col 26}{space 2} .0188434{col 37}{space 1}   21.72{col 46}{space 3}0.000{col 54}{space 4}  .372396{col 67}{space 3} .4462609
{txt}{space 10}1  {c |}{col 14}{res}{space 2} .2450152{col 26}{space 2} .0339734{col 37}{space 1}    7.21{col 46}{space 3}0.000{col 54}{space 4} .1784287{col 67}{space 3} .3116018
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. margins ,  at(agency_packing = (0.014702)) over(execlevel) subpop(if pol_align==1)  level(90)
{res}
{txt}Predictive margins{col 49}Number of obs{col 67}= {res}   795,553
{txt}{col 1}Model VCE{col 14}: {res}Robust{txt}{col 49}Subpop. no. obs{col 67}={res}    153,728

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Pr(m11), predict()}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:over}:{space 1}{res:execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:at}:{space 1}{res:0.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 4}.014702}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:1.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 4}.014702}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26} Delta-method
{col 14}{c |}     Margin{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [90% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}execlevel {c |}
{space 10}0  {c |}{col 14}{res}{space 2} .4093284{col 26}{space 2} .0188434{col 37}{space 1}   21.72{col 46}{space 3}0.000{col 54}{space 4} .3783337{col 67}{space 3} .4403231
{txt}{space 10}1  {c |}{col 14}{res}{space 2} .2450152{col 26}{space 2} .0339734{col 37}{space 1}    7.21{col 46}{space 3}0.000{col 54}{space 4}  .189134{col 67}{space 3} .3008964
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. *
. * IDEOLOGICALLY ALIGNED AGENCIES: HIGH APPOINTEE POLITICIZATION -- PREDICTED PROBABILITY DIFFERENCE BETWEEN NON-EXECUTIVE & EXECUTIVE LEVEL CONTRACTING DECISIONS [6] * 
. margins ,  at(agency_packing = (0.014702)) over(execlevel) subpop(if pol_align==1) pwcompare
{res}
{txt}Pairwise comparisons of predictive margins{col 49}Number of obs{col 67}= {res}   795,553
{txt}{col 1}Model VCE{col 14}: {res}Robust{txt}{col 49}Subpop. no. obs{col 67}={res}    153,728

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Pr(m11), predict()}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:over}:{space 1}{res:execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:at}:{space 1}{res:0.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 4}.014702}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:1.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 4}.014702}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 14}{hline 12}
{col 14}{c |}{col 26} Delta-method{col 37}         Una{col 51}djusted
{col 14}{c |}   Contrast{col 26}   Std. Err.{col 38}     [95% Con{col 51}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 14}{hline 12}
{space 3}execlevel {c |}
{space 5}1 vs 0  {c |}{col 14}{res}{space 2}-.1643132{col 26}{space 2} .0210062{col 37}{space 5}-.2054846{col 51}{space 3}-.1231419
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 14}{hline 12}
{res}{txt}
{com}. margins ,  at(agency_packing = (0.014702)) over(execlevel) subpop(if pol_align==1) pwcompare level(90)
{res}
{txt}Pairwise comparisons of predictive margins{col 49}Number of obs{col 67}= {res}   795,553
{txt}{col 1}Model VCE{col 14}: {res}Robust{txt}{col 49}Subpop. no. obs{col 67}={res}    153,728

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Pr(m11), predict()}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:over}:{space 1}{res:execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:at}:{space 1}{res:0.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 4}.014702}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:1.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 4}.014702}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 14}{hline 12}
{col 14}{c |}{col 26} Delta-method{col 37}         Una{col 51}djusted
{col 14}{c |}   Contrast{col 26}   Std. Err.{col 38}     [90% Con{col 51}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 14}{hline 12}
{space 3}execlevel {c |}
{space 5}1 vs 0  {c |}{col 14}{res}{space 2}-.1643132{col 26}{space 2} .0210062{col 37}{space 5}-.1988653{col 51}{space 3}-.1297611
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 14}{hline 12}
{res}{txt}
{com}. *
. *
. *
. * IDEOLOGICALLY ALIGNED AGENCIES: PREDICTED PROBABILITY DIFFERENCE BETWEEN HIGH & LOW APPOINTEE POLITICIZATION FOR BOTH NON-EXECUTIVE & EXECUTIVE LEVEL CONTRACTING DECISIONS [7 & 8] * 
. margins ,  at(agency_packing = (-0.0641362)) at(agency_packing = (0.014702)) over(execlevel) subpop(if pol_align==1) contrast(atcontrast(r._at))
{res}
{txt}Contrasts of predictive margins{col 49}Number of obs{col 67}= {res}   795,553
{txt}{col 1}Model VCE{col 14}: {res}Robust{txt}{col 49}Subpop. no. obs{col 67}={res}    153,728

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Pr(m11), predict()}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:over}:{space 1}{res:execlevel}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:1._at}:{space 1}{res:0.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 2}-.0641362}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:1.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 2}-.0641362}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:2._at}:{space 1}{res:0.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 4}.014702}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:1.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 4}.014702}{p_end}
{p2colreset}{...}

{res}{col 1}{text}{hline 14}{c TT}{hline 11}{hline 12}{hline 11}
{col 15}{text}{c |}         df{col 27}        chi2{col 39}     P>chi2
{res}{col 1}{text}{hline 14}{c +}{hline 11}{hline 12}{hline 11}
_at@execlevel {c |}
{space 2}(2 vs 1) 0  {res}{col 15}{text}{c |}{result}{space 2}        1{col 27}{space 3}     2.02{col 39}{space 2}   0.1548
{txt}{space 2}(2 vs 1) 1  {res}{col 15}{text}{c |}{result}{space 2}        1{col 27}{space 3}     0.08{col 39}{space 2}   0.7720
{col 1}{text}       Joint {col 15}{c |}{result}{space 2}        2{col 27}{space 3}    12.24{col 39}{space 2}   0.0022
{col 1}{text}{hline 14}{c BT}{hline 11}{hline 12}{hline 11}
{res}
{txt}{hline 14}{c TT}{hline 11}{hline 11}{hline 14}{hline 12}
{col 15}{c |}{col 27} Delta-method
{col 15}{c |}   Contrast{col 27}   Std. Err.{col 39}     [95% Con{col 52}f. Interval]
{hline 14}{c +}{hline 11}{hline 11}{hline 14}{hline 12}
_at@execlevel {c |}
{space 2}(2 vs 1) 0  {c |}{col 15}{res}{space 2}-.0254464{col 27}{space 2} .0178859{col 38}{space 5}-.0605022{col 52}{space 3} .0096094
{txt}{space 2}(2 vs 1) 1  {c |}{col 15}{res}{space 2}-.0033478{col 27}{space 2} .0115534{col 38}{space 5}-.0259921{col 52}{space 3} .0192966
{txt}{hline 14}{c BT}{hline 11}{hline 11}{hline 14}{hline 12}
{res}{txt}
{com}. margins ,  at(agency_packing = (-0.0641362)) at(agency_packing = (0.014702)) over(execlevel) subpop(if pol_align==1) contrast(atcontrast(r._at)) level(90)
{res}
{txt}Contrasts of predictive margins{col 49}Number of obs{col 67}= {res}   795,553
{txt}{col 1}Model VCE{col 14}: {res}Robust{txt}{col 49}Subpop. no. obs{col 67}={res}    153,728

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Pr(m11), predict()}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:over}:{space 1}{res:execlevel}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:1._at}:{space 1}{res:0.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 2}-.0641362}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:1.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 2}-.0641362}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:2._at}:{space 1}{res:0.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 4}.014702}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:1.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 4}.014702}{p_end}
{p2colreset}{...}

{res}{col 1}{text}{hline 14}{c TT}{hline 11}{hline 12}{hline 11}
{col 15}{text}{c |}         df{col 27}        chi2{col 39}     P>chi2
{res}{col 1}{text}{hline 14}{c +}{hline 11}{hline 12}{hline 11}
_at@execlevel {c |}
{space 2}(2 vs 1) 0  {res}{col 15}{text}{c |}{result}{space 2}        1{col 27}{space 3}     2.02{col 39}{space 2}   0.1548
{txt}{space 2}(2 vs 1) 1  {res}{col 15}{text}{c |}{result}{space 2}        1{col 27}{space 3}     0.08{col 39}{space 2}   0.7720
{col 1}{text}       Joint {col 15}{c |}{result}{space 2}        2{col 27}{space 3}    12.24{col 39}{space 2}   0.0022
{col 1}{text}{hline 14}{c BT}{hline 11}{hline 12}{hline 11}
{res}
{txt}{hline 14}{c TT}{hline 11}{hline 11}{hline 14}{hline 12}
{col 15}{c |}{col 27} Delta-method
{col 15}{c |}   Contrast{col 27}   Std. Err.{col 39}     [90% Con{col 52}f. Interval]
{hline 14}{c +}{hline 11}{hline 11}{hline 14}{hline 12}
_at@execlevel {c |}
{space 2}(2 vs 1) 0  {c |}{col 15}{res}{space 2}-.0254464{col 27}{space 2} .0178859{col 38}{space 5}-.0548661{col 52}{space 3} .0039733
{txt}{space 2}(2 vs 1) 1  {c |}{col 15}{res}{space 2}-.0033478{col 27}{space 2} .0115534{col 38}{space 5}-.0223515{col 52}{space 3}  .015656
{txt}{hline 14}{c BT}{hline 11}{hline 11}{hline 14}{hline 12}
{res}{txt}
{com}. *
. 
. 
. 
. ********************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************
. ********************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************
.  
.   
.   
. 
. *** A3.1.2 PRESIDENTIAL OPPOSED AGENCIES: EVALUATED AT 10TH PCTILE [LOW POLITICIZATION] & AND 90TH PCTILE [HIGH POLITICIZATION] VALUES OF WITHINAGENCY_PACKING ///
> ***     [N = 351,212] 
. 
. * Compute within-agency & overall distribution of agency_packing 'moderator' covariate *
. sum withinagency_packing if e(sample) & pol_opposed==1, detail

                    {txt}withinagency_packing
{hline 61}
      Percentiles      Smallest
 1%    {res}-.0641362      -1.786192
{txt} 5%    {res}-.0641362      -1.145625
{txt}10%    {res}-.0641362      -.4061343       {txt}Obs         {res}    351,212
{txt}25%    {res}-.0641362       -.177226       {txt}Sum of Wgt. {res}    351,212

{txt}50%    {res}-.0000615                      {txt}Mean          {res} .0006109
                        {txt}Largest       Std. Dev.     {res} .0609285
{txt}75%    {res} .0002127       .2104578
{txt}90%    {res} .1597132       .2104578       {txt}Variance      {res} .0037123
{txt}95%    {res} .1597132       .3527859       {txt}Skewness      {res} 1.408602
{txt}99%    {res} .1597132       1.010458       {txt}Kurtosis      {res} 7.728998
{txt}
{com}. sum agency_packing if e(sample) & pol_opposed==1, detail

                   {txt}(first) agency_packing
{hline 61}
      Percentiles      Smallest
 1%    {res}        0              0
{txt} 5%    {res}        0              0
{txt}10%    {res}        0              0       {txt}Obs         {res}    351,212
{txt}25%    {res}        0              0       {txt}Sum of Wgt. {res}    351,212

{txt}50%    {res} .0788382                      {txt}Mean          {res}  .137816
                        {txt}Largest       Std. Dev.     {res} .1487385
{txt}75%    {res} .2238494              2
{txt}90%    {res}  .297561              2       {txt}Variance      {res} .0221231
{txt}95%    {res} .4851852              2       {txt}Skewness      {res} 1.806761
{txt}99%    {res} .4851852              2       {txt}Kurtosis      {res} 11.12118
{txt}
{com}. *
.  
.  
. ** Compute Marginal Effects at Three Distinct Values of Within-Agency Distribution of agency_packing 'moderator': ///
> ** 10th Percentile (LOW) & 90TH Percentile [HIGH]
. 
. 
. * IDEOLOGICALLY OPPOSED AGENCIES: LOW APPOINTEE POLITICIZATION -- COMPARING NON-EXECUTIVE & EXECUTIVE LEVEL CONTRACTING DECISIONS [9 & 10] * 
. margins ,  at(agency_packing = (-0.0641362)) over(execlevel) subpop(if pol_opposed==1) 
{res}
{txt}Predictive margins{col 49}Number of obs{col 67}= {res}   795,553
{txt}{col 1}Model VCE{col 14}: {res}Robust{txt}{col 49}Subpop. no. obs{col 67}={res}    351,212

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Pr(m11), predict()}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:over}:{space 1}{res:execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:at}:{space 1}{res:0.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 2}-.0641362}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:1.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 2}-.0641362}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26} Delta-method
{col 14}{c |}     Margin{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}execlevel {c |}
{space 10}0  {c |}{col 14}{res}{space 2} .3943415{col 26}{space 2} .0262974{col 37}{space 1}   15.00{col 46}{space 3}0.000{col 54}{space 4} .3427996{col 67}{space 3} .4458835
{txt}{space 10}1  {c |}{col 14}{res}{space 2} .2941532{col 26}{space 2} .0416188{col 37}{space 1}    7.07{col 46}{space 3}0.000{col 54}{space 4} .2125819{col 67}{space 3} .3757245
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. margins ,  at(agency_packing = (-0.0641362)) over(execlevel) subpop(if pol_opposed==1)  level(90)
{res}
{txt}Predictive margins{col 49}Number of obs{col 67}= {res}   795,553
{txt}{col 1}Model VCE{col 14}: {res}Robust{txt}{col 49}Subpop. no. obs{col 67}={res}    351,212

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Pr(m11), predict()}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:over}:{space 1}{res:execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:at}:{space 1}{res:0.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 2}-.0641362}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:1.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 2}-.0641362}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26} Delta-method
{col 14}{c |}     Margin{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [90% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}execlevel {c |}
{space 10}0  {c |}{col 14}{res}{space 2} .3943415{col 26}{space 2} .0262974{col 37}{space 1}   15.00{col 46}{space 3}0.000{col 54}{space 4} .3510862{col 67}{space 3} .4375969
{txt}{space 10}1  {c |}{col 14}{res}{space 2} .2941532{col 26}{space 2} .0416188{col 37}{space 1}    7.07{col 46}{space 3}0.000{col 54}{space 4} .2256964{col 67}{space 3}   .36261
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. *
. * IDEOLOGICALLY OPPOSED AGENCIES: LOW APPOINTEE POLITICIZATION -- PREDICTED PROBABILITY DIFFERENCE BETWEEN NON-EXECUTIVE & EXECUTIVE LEVEL CONTRACTING DECISIONS [11]* 
. margins ,  at(agency_packing = (-0.0641362)) over(execlevel) subpop(if pol_opposed==1) pwcompare
{res}
{txt}Pairwise comparisons of predictive margins{col 49}Number of obs{col 67}= {res}   795,553
{txt}{col 1}Model VCE{col 14}: {res}Robust{txt}{col 49}Subpop. no. obs{col 67}={res}    351,212

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Pr(m11), predict()}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:over}:{space 1}{res:execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:at}:{space 1}{res:0.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 2}-.0641362}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:1.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 2}-.0641362}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 14}{hline 12}
{col 14}{c |}{col 26} Delta-method{col 37}         Una{col 51}djusted
{col 14}{c |}   Contrast{col 26}   Std. Err.{col 38}     [95% Con{col 51}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 14}{hline 12}
{space 3}execlevel {c |}
{space 5}1 vs 0  {c |}{col 14}{res}{space 2}-.1001883{col 26}{space 2} .0227413{col 37}{space 5}-.1447605{col 51}{space 3}-.0556161
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 14}{hline 12}
{res}{txt}
{com}. margins ,  at(agency_packing = (-0.0641362)) over(execlevel) subpop(if pol_opposed==1) pwcompare level(90)
{res}
{txt}Pairwise comparisons of predictive margins{col 49}Number of obs{col 67}= {res}   795,553
{txt}{col 1}Model VCE{col 14}: {res}Robust{txt}{col 49}Subpop. no. obs{col 67}={res}    351,212

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Pr(m11), predict()}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:over}:{space 1}{res:execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:at}:{space 1}{res:0.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 2}-.0641362}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:1.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 2}-.0641362}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 14}{hline 12}
{col 14}{c |}{col 26} Delta-method{col 37}         Una{col 51}djusted
{col 14}{c |}   Contrast{col 26}   Std. Err.{col 38}     [90% Con{col 51}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 14}{hline 12}
{space 3}execlevel {c |}
{space 5}1 vs 0  {c |}{col 14}{res}{space 2}-.1001883{col 26}{space 2} .0227413{col 37}{space 5}-.1375945{col 51}{space 3}-.0627822
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 14}{hline 12}
{res}{txt}
{com}. *
. *
. *
. * IDEOLOGICALLY OPPOSED AGENCIES: HIGH APPOINTEE POLITICIZATION -- COMPARING NON-EXECUTIVE & EXECUTIVE LEVEL CONTRACTING DECISIONS [12 & 13] * 
. margins ,  at(agency_packing = (0.1597132)) over(execlevel) subpop(if pol_opposed==1) 
{res}
{txt}Predictive margins{col 49}Number of obs{col 67}= {res}   795,553
{txt}{col 1}Model VCE{col 14}: {res}Robust{txt}{col 49}Subpop. no. obs{col 67}={res}    351,212

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Pr(m11), predict()}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:over}:{space 1}{res:execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:at}:{space 1}{res:0.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 3}.1597132}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:1.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 3}.1597132}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26} Delta-method
{col 14}{c |}     Margin{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}execlevel {c |}
{space 10}0  {c |}{col 14}{res}{space 2} .4516764{col 26}{space 2} .0087541{col 37}{space 1}   51.60{col 46}{space 3}0.000{col 54}{space 4} .4345187{col 67}{space 3} .4688341
{txt}{space 10}1  {c |}{col 14}{res}{space 2} .2843496{col 26}{space 2} .0157333{col 37}{space 1}   18.07{col 46}{space 3}0.000{col 54}{space 4} .2535128{col 67}{space 3} .3151864
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. margins ,  at(agency_packing = (0.1597132)) over(execlevel) subpop(if pol_opposed==1)  level(90)
{res}
{txt}Predictive margins{col 49}Number of obs{col 67}= {res}   795,553
{txt}{col 1}Model VCE{col 14}: {res}Robust{txt}{col 49}Subpop. no. obs{col 67}={res}    351,212

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Pr(m11), predict()}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:over}:{space 1}{res:execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:at}:{space 1}{res:0.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 3}.1597132}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:1.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 3}.1597132}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26} Delta-method
{col 14}{c |}     Margin{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [90% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}execlevel {c |}
{space 10}0  {c |}{col 14}{res}{space 2} .4516764{col 26}{space 2} .0087541{col 37}{space 1}   51.60{col 46}{space 3}0.000{col 54}{space 4} .4372772{col 67}{space 3} .4660756
{txt}{space 10}1  {c |}{col 14}{res}{space 2} .2843496{col 26}{space 2} .0157333{col 37}{space 1}   18.07{col 46}{space 3}0.000{col 54}{space 4} .2584706{col 67}{space 3} .3102287
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. *
. * IDEOLOGICALLY OPPPOSED AGENCIES: HIGH APPOINTEE POLITICIZATION -- PREDICTED PROBABILITY DIFFERENCE BETWEEN NON-EXECUTIVE & EXECUTIVE LEVEL CONTRACTING DECISIONS [14] * 
. margins ,  at(agency_packing = (0.1597132)) over(execlevel) subpop(if pol_opposed==1) pwcompare
{res}
{txt}Pairwise comparisons of predictive margins{col 49}Number of obs{col 67}= {res}   795,553
{txt}{col 1}Model VCE{col 14}: {res}Robust{txt}{col 49}Subpop. no. obs{col 67}={res}    351,212

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Pr(m11), predict()}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:over}:{space 1}{res:execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:at}:{space 1}{res:0.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 3}.1597132}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:1.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 3}.1597132}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 14}{hline 12}
{col 14}{c |}{col 26} Delta-method{col 37}         Una{col 51}djusted
{col 14}{c |}   Contrast{col 26}   Std. Err.{col 38}     [95% Con{col 51}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 14}{hline 12}
{space 3}execlevel {c |}
{space 5}1 vs 0  {c |}{col 14}{res}{space 2}-.1673268{col 26}{space 2} .0222146{col 37}{space 5}-.2108667{col 51}{space 3} -.123787
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 14}{hline 12}
{res}{txt}
{com}. margins ,  at(agency_packing = (0.1597132)) over(execlevel) subpop(if pol_opposed==1) pwcompare level(90)
{res}
{txt}Pairwise comparisons of predictive margins{col 49}Number of obs{col 67}= {res}   795,553
{txt}{col 1}Model VCE{col 14}: {res}Robust{txt}{col 49}Subpop. no. obs{col 67}={res}    351,212

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Pr(m11), predict()}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:over}:{space 1}{res:execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:at}:{space 1}{res:0.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 3}.1597132}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:1.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 3}.1597132}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 14}{hline 12}
{col 14}{c |}{col 26} Delta-method{col 37}         Una{col 51}djusted
{col 14}{c |}   Contrast{col 26}   Std. Err.{col 38}     [90% Con{col 51}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 14}{hline 12}
{space 3}execlevel {c |}
{space 5}1 vs 0  {c |}{col 14}{res}{space 2}-.1673268{col 26}{space 2} .0222146{col 37}{space 5}-.2038666{col 51}{space 3} -.130787
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 14}{hline 12}
{res}{txt}
{com}. *
. *
. *
. * IDEOLOGICALLY OPPOSED AGENCIES: PREDICTED PROBABILITY DIFFERENCE BETWEEN HIGH & LOW APPOINTEE POLITICIZATION FOR BOTH NON-EXECUTIVE & EXECUTIVE LEVEL CONTRACTING DECISIONS [15 & 16] * 
. margins ,  at(agency_packing = (-0.0641362)) at(agency_packing = (0.1597132)) over(execlevel) subpop(if pol_opposed==1) contrast(atcontrast(r._at))
{res}
{txt}Contrasts of predictive margins{col 49}Number of obs{col 67}= {res}   795,553
{txt}{col 1}Model VCE{col 14}: {res}Robust{txt}{col 49}Subpop. no. obs{col 67}={res}    351,212

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Pr(m11), predict()}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:over}:{space 1}{res:execlevel}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:1._at}:{space 1}{res:0.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 2}-.0641362}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:1.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 2}-.0641362}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:2._at}:{space 1}{res:0.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 3}.1597132}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:1.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 3}.1597132}{p_end}
{p2colreset}{...}

{res}{col 1}{text}{hline 14}{c TT}{hline 11}{hline 12}{hline 11}
{col 15}{text}{c |}         df{col 27}        chi2{col 39}     P>chi2
{res}{col 1}{text}{hline 14}{c +}{hline 11}{hline 12}{hline 11}
_at@execlevel {c |}
{space 2}(2 vs 1) 0  {res}{col 15}{text}{c |}{result}{space 2}        1{col 27}{space 3}     2.75{col 39}{space 2}   0.0972
{txt}{space 2}(2 vs 1) 1  {res}{col 15}{text}{c |}{result}{space 2}        1{col 27}{space 3}     0.14{col 39}{space 2}   0.7120
{col 1}{text}       Joint {col 15}{c |}{result}{space 2}        2{col 27}{space 3}    12.62{col 39}{space 2}   0.0018
{col 1}{text}{hline 14}{c BT}{hline 11}{hline 12}{hline 11}
{res}
{txt}{hline 14}{c TT}{hline 11}{hline 11}{hline 14}{hline 12}
{col 15}{c |}{col 27} Delta-method
{col 15}{c |}   Contrast{col 27}   Std. Err.{col 39}     [95% Con{col 52}f. Interval]
{hline 14}{c +}{hline 11}{hline 11}{hline 14}{hline 12}
_at@execlevel {c |}
{space 2}(2 vs 1) 0  {c |}{col 15}{res}{space 2} .0573349{col 27}{space 2} .0345718{col 38}{space 5}-.0104245{col 52}{space 3} .1250944
{txt}{space 2}(2 vs 1) 1  {c |}{col 15}{res}{space 2}-.0098036{col 27}{space 2} .0265567{col 38}{space 5}-.0618537{col 52}{space 3} .0422465
{txt}{hline 14}{c BT}{hline 11}{hline 11}{hline 14}{hline 12}
{res}{txt}
{com}. margins ,  at(agency_packing = (-0.0641362)) at(agency_packing = (0.1597132)) over(execlevel) subpop(if pol_opposed==1) contrast(atcontrast(r._at)) level(90)
{res}
{txt}Contrasts of predictive margins{col 49}Number of obs{col 67}= {res}   795,553
{txt}{col 1}Model VCE{col 14}: {res}Robust{txt}{col 49}Subpop. no. obs{col 67}={res}    351,212

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Pr(m11), predict()}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:over}:{space 1}{res:execlevel}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:1._at}:{space 1}{res:0.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 2}-.0641362}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:1.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 2}-.0641362}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:2._at}:{space 1}{res:0.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 3}.1597132}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:1.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 3}.1597132}{p_end}
{p2colreset}{...}

{res}{col 1}{text}{hline 14}{c TT}{hline 11}{hline 12}{hline 11}
{col 15}{text}{c |}         df{col 27}        chi2{col 39}     P>chi2
{res}{col 1}{text}{hline 14}{c +}{hline 11}{hline 12}{hline 11}
_at@execlevel {c |}
{space 2}(2 vs 1) 0  {res}{col 15}{text}{c |}{result}{space 2}        1{col 27}{space 3}     2.75{col 39}{space 2}   0.0972
{txt}{space 2}(2 vs 1) 1  {res}{col 15}{text}{c |}{result}{space 2}        1{col 27}{space 3}     0.14{col 39}{space 2}   0.7120
{col 1}{text}       Joint {col 15}{c |}{result}{space 2}        2{col 27}{space 3}    12.62{col 39}{space 2}   0.0018
{col 1}{text}{hline 14}{c BT}{hline 11}{hline 12}{hline 11}
{res}
{txt}{hline 14}{c TT}{hline 11}{hline 11}{hline 14}{hline 12}
{col 15}{c |}{col 27} Delta-method
{col 15}{c |}   Contrast{col 27}   Std. Err.{col 39}     [90% Con{col 52}f. Interval]
{hline 14}{c +}{hline 11}{hline 11}{hline 14}{hline 12}
_at@execlevel {c |}
{space 2}(2 vs 1) 0  {c |}{col 15}{res}{space 2} .0573349{col 27}{space 2} .0345718{col 38}{space 5} .0004694{col 52}{space 3} .1142004
{txt}{space 2}(2 vs 1) 1  {c |}{col 15}{res}{space 2}-.0098036{col 27}{space 2} .0265567{col 38}{space 5}-.0534854{col 52}{space 3} .0338783
{txt}{hline 14}{c BT}{hline 11}{hline 11}{hline 14}{hline 12}
{res}{txt}
{com}. *
. *
. 
. 
. 
. * FIGURE A3.2A [IDEOLOGICALLY ALIGNED AGENCIES] -- PLACEMENT OF ESTIMATES: 1  2  3      4  5  6     7  8
. * FIGURE A3.2B [IDEOLOGICALLY OPPOSED AGENCIES] -- PLACEMENT OF ESTIMATES: 9 10 11     12 13 14    15 16
. 
. *** FOR FIGURES A3.3A & A3.3B -- CONVERT ESTIMATES 3, 6, 7, & 8 [IDEOLOGICALLY ALIGNED]  PLUS 11, 14, 15 & 16 [IDEOLOGICALLY OPPOSED] IN TERMS OF THE FOLLOWING: (A) PREDICTED NUMBER OF CONTRACTS AFFECTED AMONG LOW RISK CONTRACTS IN
. *                                SAMPLE, (B) PREDICTED TOTAL MONETARY VALUE AFFECTED AMONG LOW RISK CONTRACTS IN SAMPLE, & (C) PREDICTED PROPORTION OF MONETARY VALUE AFFECTED AMONG LOW RISK CONTRACTS IN SAMPLE  
. 
. * FIGURE A3.3A [IDEOLOGICALLY ALIGNED AGENCIES] -- PLACEMENT OF ESTIMATES:  3(A-C)    6(A-C)          7(A-C)    8(A-C)
. * FIGURE A3.3B [IDEOLOGICALLY OPPOSED AGENCIES] -- PLACEMENT OF ESTIMATES: 11(A-C)   14(A-C)         15(A-C)   16(A-C) 
. 
. 
. *** A: PREDICTED NUMBER OF CONTRACTS AFFECTED: This is computed as marginal probability effect × number of multiple bid and fixed cost procurements in the regression sample, conditional on both a given president-agency ideological configuration [ALIGN/NEUTRAL/OPPOSED] and organizational level for procurement agreements [EXECUTIVE LEVEL/NON-EXECUTIVE LEVEL].
. 
. *
. *
. 
. *** B: PREDICTED CONSTANT DOLLAR VALUE IMPACT: Predicated by Predicted Number of Multiple Bid and Fixed Cost Contracts Affected Relative to the total 2009 constant dollar value of these subset of observations in the regression sample [E.G., ALIGNED | EXECUTIVE LEVEL;  ALIGNED | NON-EXECUTIVE LEVEL; ETC....].
. 
. *
. *
. 
. *** C: PREDICTED PROPORTIONAL CONSTANT DOLLAR VALUE IMPACT [i.e., B] RELATIVE TO SUM/TOTAL OF ALL SAMPLE CONTRACTS OF LOW GOVERNMENT RISK: 
. 
. 
. **************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************
. 
. 
. 
. 
. *** HIGH RISK CONTRACTUAL DESIGNS FROM U.S. FEDERAL GOVERNMENT'S PERSPECTIVE AS A "BUYER" ***
. 
. 
. 
. 
. ** 2.  FULLY BENEFICIAL TERMS FOR SELLER/CONTRACTOR: [N = 1,095,646] **
. **     SINGLE BIDS [CLOSED PROCESS] & VARIABLE COST CONTRACTS [COST PLUS, TIME & MATERIALS, & LABOR] **
. 
. probit m00closed c.agency_packing##execlevel##pol_align  c.agency_packing##execlevel##pol_opposed  perc_prof  selin1_abszero  selin2_abszero unified lnannualrevenue_adj house_app house_ways house_majority  close_congelect_dist  dod dc_area goods_services lnvendorsum_adj lndollarsobligated_adj   pres_donor_pac lnpres_donor_pac_amount_adj i.agency yearfe2 yearfe3 yearfe4 yearfe5 yearfe6 yearfe7 yearfe8 yearfe9 yearfe10 yearfe11 yearfe12 yearfe13 yearfe14 yearfe15 yearfe16  i.psc_id  if set_aside==0, vce(cluster agency)

{txt}note: 100.agency != 0 predicts failure perfectly
      100.agency dropped and 23 obs not used

note: 108.agency != 0 predicts failure perfectly
      108.agency dropped and 9 obs not used

note: 111.agency != 0 predicts failure perfectly
      111.agency dropped and 23 obs not used

note: 116.agency != 0 predicts failure perfectly
      116.agency dropped and 5 obs not used

note: 12.psc_id != 0 predicts failure perfectly
      12.psc_id dropped and 51 obs not used

note: 16.psc_id != 0 predicts failure perfectly
      16.psc_id dropped and 537 obs not used

note: 21.psc_id != 0 predicts failure perfectly
      21.psc_id dropped and 23 obs not used

note: 25.psc_id != 0 predicts failure perfectly
      25.psc_id dropped and 176 obs not used

note: 39.psc_id != 0 predicts failure perfectly
      39.psc_id dropped and 192 obs not used

note: 42.psc_id != 0 predicts failure perfectly
      42.psc_id dropped and 746 obs not used

note: 62.psc_id != 0 predicts failure perfectly
      62.psc_id dropped and 152 obs not used

note: 70.psc_id != 0 predicts failure perfectly
      70.psc_id dropped and 477 obs not used

note: agency_packing omitted because of collinearity
note: 3.agency omitted because of collinearity
note: 119.agency omitted because of collinearity
note: yearfe10 omitted because of collinearity
note: 102.psc_id omitted because of collinearity
{res}{txt}Iteration 0:{space 3}log pseudolikelihood = {res:-140009.58}  
Iteration 1:{space 3}log pseudolikelihood = {res:-105711.98}  
Iteration 2:{space 3}log pseudolikelihood = {res:-101570.38}  
Iteration 3:{space 3}log pseudolikelihood = {res:-101407.27}  
Iteration 4:{space 3}log pseudolikelihood = {res:-101400.07}  
Iteration 5:{space 3}log pseudolikelihood = {res:-101399.97}  
Iteration 6:{space 3}log pseudolikelihood = {res:-101399.96}  
{res}
{txt}Probit regression{col 49}Number of obs{col 67}= {res}   793,139
{txt}{col 49}{help j_robustsingular##|_new:Wald chi2(34)}{col 67}=          {res}.
{txt}{col 49}Prob > chi2{col 67}=          {res}.
{txt}Log pseudolikelihood = {res}-101399.96{txt}{col 49}Pseudo R2{col 67}= {res}    0.2758

{txt}{ralign 104:(Std. Err. adjusted for {res:36} clusters in agency)}
{hline 39}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 40}{c |}{col 52}    Robust
{col 1}                             m00closed{col 40}{c |}      Coef.{col 52}   Std. Err.{col 64}      z{col 72}   P>|z|{col 80}     [95% Con{col 93}f. Interval]
{hline 39}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 24}agency_packing {c |}{col 40}{res}{space 2} 2.680543{col 52}{space 2} .9411274{col 63}{space 1}    2.85{col 72}{space 3}0.004{col 80}{space 4}  .835967{col 93}{space 3} 4.525119
{txt}{space 27}1.execlevel {c |}{col 40}{res}{space 2} .2935143{col 52}{space 2} .0612874{col 63}{space 1}    4.79{col 72}{space 3}0.000{col 80}{space 4} .1733932{col 93}{space 3} .4136353
{txt}{space 38} {c |}
{space 12}execlevel#c.agency_packing {c |}
{space 36}1  {c |}{col 40}{res}{space 2} -.180654{col 52}{space 2} .1070038{col 63}{space 1}   -1.69{col 72}{space 3}0.091{col 80}{space 4}-.3903775{col 93}{space 3} .0290695
{txt}{space 38} {c |}
{space 27}1.pol_align {c |}{col 40}{res}{space 2} 3.954831{col 52}{space 2} 1.679181{col 63}{space 1}    2.36{col 72}{space 3}0.019{col 80}{space 4} .6636978{col 93}{space 3} 7.245965
{txt}{space 38} {c |}
{space 12}pol_align#c.agency_packing {c |}
{space 36}1  {c |}{col 40}{res}{space 2}-2.643803{col 52}{space 2} .9812766{col 63}{space 1}   -2.69{col 72}{space 3}0.007{col 80}{space 4} -4.56707{col 93}{space 3}-.7205363
{txt}{space 38} {c |}
{space 19}execlevel#pol_align {c |}
{space 34}1 1  {c |}{col 40}{res}{space 2}-.1850465{col 52}{space 2} .1637384{col 63}{space 1}   -1.13{col 72}{space 3}0.258{col 80}{space 4} -.505968{col 93}{space 3} .1358749
{txt}{space 38} {c |}
{space 2}execlevel#pol_align#c.agency_packing {c |}
{space 34}1 1  {c |}{col 40}{res}{space 2} .1168248{col 52}{space 2} .7005198{col 63}{space 1}    0.17{col 72}{space 3}0.868{col 80}{space 4}-1.256169{col 93}{space 3} 1.489818
{txt}{space 38} {c |}
{space 24}agency_packing {c |}{col 40}{res}{space 2}        0{col 52}{txt}  (omitted)
{space 25}1.pol_opposed {c |}{col 40}{res}{space 2} 4.470151{col 52}{space 2}  1.68164{col 63}{space 1}    2.66{col 72}{space 3}0.008{col 80}{space 4} 1.174198{col 93}{space 3} 7.766105
{txt}{space 38} {c |}
{space 10}pol_opposed#c.agency_packing {c |}
{space 36}1  {c |}{col 40}{res}{space 2}-3.905328{col 52}{space 2} 1.018342{col 63}{space 1}   -3.83{col 72}{space 3}0.000{col 80}{space 4}-5.901242{col 93}{space 3}-1.909414
{txt}{space 38} {c |}
{space 17}execlevel#pol_opposed {c |}
{space 34}1 1  {c |}{col 40}{res}{space 2}-.4495052{col 52}{space 2} .1593781{col 63}{space 1}   -2.82{col 72}{space 3}0.005{col 80}{space 4}-.7618805{col 93}{space 3}-.1371298
{txt}{space 38} {c |}
execlevel#pol_opposed#c.agency_packing {c |}
{space 34}1 1  {c |}{col 40}{res}{space 2} 1.106925{col 52}{space 2} .4157714{col 63}{space 1}    2.66{col 72}{space 3}0.008{col 80}{space 4} .2920279{col 93}{space 3} 1.921822
{txt}{space 38} {c |}
{space 29}perc_prof {c |}{col 40}{res}{space 2}-.1120651{col 52}{space 2} .8318734{col 63}{space 1}   -0.13{col 72}{space 3}0.893{col 80}{space 4}-1.742507{col 93}{space 3} 1.518377
{txt}{space 24}selin1_abszero {c |}{col 40}{res}{space 2}-1.464036{col 52}{space 2}  .734419{col 63}{space 1}   -1.99{col 72}{space 3}0.046{col 80}{space 4}-2.903471{col 93}{space 3}-.0246016
{txt}{space 24}selin2_abszero {c |}{col 40}{res}{space 2} .0246558{col 52}{space 2} .1964776{col 63}{space 1}    0.13{col 72}{space 3}0.900{col 80}{space 4}-.3604332{col 93}{space 3} .4097449
{txt}{space 31}unified {c |}{col 40}{res}{space 2}-.4886362{col 52}{space 2} .2720377{col 63}{space 1}   -1.80{col 72}{space 3}0.072{col 80}{space 4} -1.02182{col 93}{space 3}  .044548
{txt}{space 19}lnannualrevenue_adj {c |}{col 40}{res}{space 2}-.0047588{col 52}{space 2} .0016834{col 63}{space 1}   -2.83{col 72}{space 3}0.005{col 80}{space 4}-.0080581{col 93}{space 3}-.0014594
{txt}{space 29}house_app {c |}{col 40}{res}{space 2}-.0160233{col 52}{space 2} .0381777{col 63}{space 1}   -0.42{col 72}{space 3}0.675{col 80}{space 4}-.0908501{col 93}{space 3} .0588036
{txt}{space 28}house_ways {c |}{col 40}{res}{space 2} .0351003{col 52}{space 2} .1000934{col 63}{space 1}    0.35{col 72}{space 3}0.726{col 80}{space 4}-.1610791{col 93}{space 3} .2312796
{txt}{space 24}house_majority {c |}{col 40}{res}{space 2}-.0837145{col 52}{space 2} .0172042{col 63}{space 1}   -4.87{col 72}{space 3}0.000{col 80}{space 4}-.1174341{col 93}{space 3}-.0499948
{txt}{space 18}close_congelect_dist {c |}{col 40}{res}{space 2} .0442695{col 52}{space 2}  .074851{col 63}{space 1}    0.59{col 72}{space 3}0.554{col 80}{space 4}-.1024356{col 93}{space 3} .1909747
{txt}{space 35}dod {c |}{col 40}{res}{space 2}-3.006082{col 52}{space 2} 1.694784{col 63}{space 1}   -1.77{col 72}{space 3}0.076{col 80}{space 4}-6.327797{col 93}{space 3} .3156333
{txt}{space 31}dc_area {c |}{col 40}{res}{space 2}-.0346593{col 52}{space 2} .0571381{col 63}{space 1}   -0.61{col 72}{space 3}0.544{col 80}{space 4} -.146648{col 93}{space 3} .0773293
{txt}{space 24}goods_services {c |}{col 40}{res}{space 2} .5141962{col 52}{space 2} .0854083{col 63}{space 1}    6.02{col 72}{space 3}0.000{col 80}{space 4}  .346799{col 93}{space 3} .6815934
{txt}{space 23}lnvendorsum_adj {c |}{col 40}{res}{space 2} .0625308{col 52}{space 2} .0162354{col 63}{space 1}    3.85{col 72}{space 3}0.000{col 80}{space 4} .0307101{col 93}{space 3} .0943515
{txt}{space 16}lndollarsobligated_adj {c |}{col 40}{res}{space 2}  .066936{col 52}{space 2} .0386717{col 63}{space 1}    1.73{col 72}{space 3}0.083{col 80}{space 4}-.0088591{col 93}{space 3} .1427311
{txt}{space 24}pres_donor_pac {c |}{col 40}{res}{space 2}-.1644639{col 52}{space 2} .1663527{col 63}{space 1}   -0.99{col 72}{space 3}0.323{col 80}{space 4}-.4905091{col 93}{space 3} .1615814
{txt}{space 11}lnpres_donor_pac_amount_adj {c |}{col 40}{res}{space 2} .0131379{col 52}{space 2} .0161502{col 63}{space 1}    0.81{col 72}{space 3}0.416{col 80}{space 4} -.018516{col 93}{space 3} .0447917
{txt}{space 38} {c |}
{space 32}agency {c |}
{space 36}2  {c |}{col 40}{res}{space 2}-2.734919{col 52}{space 2} 1.728914{col 63}{space 1}   -1.58{col 72}{space 3}0.114{col 80}{space 4}-6.123528{col 93}{space 3} .6536909
{txt}{space 36}3  {c |}{col 40}{res}{space 2}        0{col 52}{txt}  (omitted)
{space 36}7  {c |}{col 40}{res}{space 2}-2.770092{col 52}{space 2} 1.522329{col 63}{space 1}   -1.82{col 72}{space 3}0.069{col 80}{space 4}-5.753801{col 93}{space 3} .2136169
{txt}{space 36}8  {c |}{col 40}{res}{space 2}-2.497825{col 52}{space 2} 1.759445{col 63}{space 1}   -1.42{col 72}{space 3}0.156{col 80}{space 4}-5.946274{col 93}{space 3} .9506239
{txt}{space 36}9  {c |}{col 40}{res}{space 2}-2.744694{col 52}{space 2} 1.813567{col 63}{space 1}   -1.51{col 72}{space 3}0.130{col 80}{space 4} -6.29922{col 93}{space 3} .8098333
{txt}{space 35}11  {c |}{col 40}{res}{space 2}-2.742532{col 52}{space 2} 1.604387{col 63}{space 1}   -1.71{col 72}{space 3}0.087{col 80}{space 4}-5.887073{col 93}{space 3}   .40201
{txt}{space 35}12  {c |}{col 40}{res}{space 2}-3.088655{col 52}{space 2} 1.684073{col 63}{space 1}   -1.83{col 72}{space 3}0.067{col 80}{space 4}-6.389377{col 93}{space 3} .2120667
{txt}{space 35}13  {c |}{col 40}{res}{space 2}-2.836301{col 52}{space 2} 1.628682{col 63}{space 1}   -1.74{col 72}{space 3}0.082{col 80}{space 4} -6.02846{col 93}{space 3} .3558574
{txt}{space 35}14  {c |}{col 40}{res}{space 2} -2.45557{col 52}{space 2} 1.641347{col 63}{space 1}   -1.50{col 72}{space 3}0.135{col 80}{space 4}-5.672552{col 93}{space 3} .7614108
{txt}{space 35}15  {c |}{col 40}{res}{space 2}-2.756977{col 52}{space 2}  1.58558{col 63}{space 1}   -1.74{col 72}{space 3}0.082{col 80}{space 4}-5.864657{col 93}{space 3} .3507036
{txt}{space 35}16  {c |}{col 40}{res}{space 2}-.5581144{col 52}{space 2} .3135698{col 63}{space 1}   -1.78{col 72}{space 3}0.075{col 80}{space 4}  -1.1727{col 93}{space 3}  .056471
{txt}{space 35}17  {c |}{col 40}{res}{space 2} .8437895{col 52}{space 2} .4098074{col 63}{space 1}    2.06{col 72}{space 3}0.039{col 80}{space 4} .0405817{col 93}{space 3} 1.646997
{txt}{space 35}18  {c |}{col 40}{res}{space 2}-1.768699{col 52}{space 2} 1.396597{col 63}{space 1}   -1.27{col 72}{space 3}0.205{col 80}{space 4}-4.505978{col 93}{space 3} .9685809
{txt}{space 35}19  {c |}{col 40}{res}{space 2} .9261758{col 52}{space 2} .5003357{col 63}{space 1}    1.85{col 72}{space 3}0.064{col 80}{space 4}-.0544641{col 93}{space 3} 1.906816
{txt}{space 35}21  {c |}{col 40}{res}{space 2}-1.385888{col 52}{space 2} 1.500387{col 63}{space 1}   -0.92{col 72}{space 3}0.356{col 80}{space 4}-4.326593{col 93}{space 3} 1.554816
{txt}{space 35}23  {c |}{col 40}{res}{space 2} .8408818{col 52}{space 2} .4665445{col 63}{space 1}    1.80{col 72}{space 3}0.071{col 80}{space 4}-.0735285{col 93}{space 3} 1.755292
{txt}{space 35}24  {c |}{col 40}{res}{space 2} 2.420369{col 52}{space 2} .6744326{col 63}{space 1}    3.59{col 72}{space 3}0.000{col 80}{space 4} 1.098506{col 93}{space 3} 3.742233
{txt}{space 35}25  {c |}{col 40}{res}{space 2}-2.492852{col 52}{space 2} 1.036512{col 63}{space 1}   -2.41{col 72}{space 3}0.016{col 80}{space 4}-4.524379{col 93}{space 3}-.4613255
{txt}{space 35}26  {c |}{col 40}{res}{space 2} -.624233{col 52}{space 2} 1.160159{col 63}{space 1}   -0.54{col 72}{space 3}0.591{col 80}{space 4}-2.898103{col 93}{space 3} 1.649637
{txt}{space 35}27  {c |}{col 40}{res}{space 2}-2.084856{col 52}{space 2} 1.268809{col 63}{space 1}   -1.64{col 72}{space 3}0.100{col 80}{space 4}-4.571676{col 93}{space 3} .4019639
{txt}{space 35}33  {c |}{col 40}{res}{space 2} .7706043{col 52}{space 2} 1.465389{col 63}{space 1}    0.53{col 72}{space 3}0.599{col 80}{space 4}-2.101505{col 93}{space 3} 3.642714
{txt}{space 35}34  {c |}{col 40}{res}{space 2} .1167313{col 52}{space 2} 1.026543{col 63}{space 1}    0.11{col 72}{space 3}0.909{col 80}{space 4}-1.895257{col 93}{space 3} 2.128719
{txt}{space 35}37  {c |}{col 40}{res}{space 2} 4.071885{col 52}{space 2} 1.326492{col 63}{space 1}    3.07{col 72}{space 3}0.002{col 80}{space 4} 1.472008{col 93}{space 3} 6.671762
{txt}{space 35}43  {c |}{col 40}{res}{space 2} 3.061438{col 52}{space 2} 1.136099{col 63}{space 1}    2.69{col 72}{space 3}0.007{col 80}{space 4} .8347238{col 93}{space 3} 5.288152
{txt}{space 35}44  {c |}{col 40}{res}{space 2} 1.155577{col 52}{space 2}  .895541{col 63}{space 1}    1.29{col 72}{space 3}0.197{col 80}{space 4} -.599651{col 93}{space 3} 2.910805
{txt}{space 35}45  {c |}{col 40}{res}{space 2} 1.531646{col 52}{space 2} 1.273255{col 63}{space 1}    1.20{col 72}{space 3}0.229{col 80}{space 4}-.9638882{col 93}{space 3} 4.027179
{txt}{space 35}49  {c |}{col 40}{res}{space 2} 1.483766{col 52}{space 2} 1.343007{col 63}{space 1}    1.10{col 72}{space 3}0.269{col 80}{space 4}-1.148479{col 93}{space 3} 4.116011
{txt}{space 34}100  {c |}{col 40}{res}{space 2}        0{col 52}{txt}  (empty)
{space 34}102  {c |}{col 40}{res}{space 2}  3.49116{col 52}{space 2} 1.158163{col 63}{space 1}    3.01{col 72}{space 3}0.003{col 80}{space 4} 1.221202{col 93}{space 3} 5.761118
{txt}{space 34}103  {c |}{col 40}{res}{space 2}-.0297569{col 52}{space 2}  1.14357{col 63}{space 1}   -0.03{col 72}{space 3}0.979{col 80}{space 4}-2.271113{col 93}{space 3} 2.211599
{txt}{space 34}107  {c |}{col 40}{res}{space 2}  1.59372{col 52}{space 2} .6279361{col 63}{space 1}    2.54{col 72}{space 3}0.011{col 80}{space 4} .3629881{col 93}{space 3} 2.824452
{txt}{space 34}108  {c |}{col 40}{res}{space 2}        0{col 52}{txt}  (empty)
{space 34}109  {c |}{col 40}{res}{space 2} .9053318{col 52}{space 2} 1.093041{col 63}{space 1}    0.83{col 72}{space 3}0.408{col 80}{space 4}-1.236989{col 93}{space 3} 3.047653
{txt}{space 34}110  {c |}{col 40}{res}{space 2} 2.329811{col 52}{space 2} .6477969{col 63}{space 1}    3.60{col 72}{space 3}0.000{col 80}{space 4} 1.060152{col 93}{space 3} 3.599469
{txt}{space 34}111  {c |}{col 40}{res}{space 2}        0{col 52}{txt}  (empty)
{space 34}112  {c |}{col 40}{res}{space 2} 5.099406{col 52}{space 2} 1.102451{col 63}{space 1}    4.63{col 72}{space 3}0.000{col 80}{space 4} 2.938641{col 93}{space 3} 7.260171
{txt}{space 34}114  {c |}{col 40}{res}{space 2} 2.367328{col 52}{space 2} 1.200725{col 63}{space 1}    1.97{col 72}{space 3}0.049{col 80}{space 4} .0139496{col 93}{space 3} 4.720705
{txt}{space 34}116  {c |}{col 40}{res}{space 2}        0{col 52}{txt}  (empty)
{space 34}119  {c |}{col 40}{res}{space 2}        0{col 52}{txt}  (omitted)
{space 38} {c |}
{space 31}yearfe2 {c |}{col 40}{res}{space 2} .2606275{col 52}{space 2} .1253482{col 63}{space 1}    2.08{col 72}{space 3}0.038{col 80}{space 4} .0149496{col 93}{space 3} .5063054
{txt}{space 31}yearfe3 {c |}{col 40}{res}{space 2} .8998399{col 52}{space 2} .1838357{col 63}{space 1}    4.89{col 72}{space 3}0.000{col 80}{space 4} .5395285{col 93}{space 3} 1.260151
{txt}{space 31}yearfe4 {c |}{col 40}{res}{space 2} .5701098{col 52}{space 2} .1550226{col 63}{space 1}    3.68{col 72}{space 3}0.000{col 80}{space 4}  .266271{col 93}{space 3} .8739486
{txt}{space 31}yearfe5 {c |}{col 40}{res}{space 2} .5729842{col 52}{space 2} .0896285{col 63}{space 1}    6.39{col 72}{space 3}0.000{col 80}{space 4} .3973156{col 93}{space 3} .7486529
{txt}{space 31}yearfe6 {c |}{col 40}{res}{space 2} .6759606{col 52}{space 2}  .072321{col 63}{space 1}    9.35{col 72}{space 3}0.000{col 80}{space 4} .5342141{col 93}{space 3} .8177072
{txt}{space 31}yearfe7 {c |}{col 40}{res}{space 2} .2188157{col 52}{space 2} .2663783{col 63}{space 1}    0.82{col 72}{space 3}0.411{col 80}{space 4}-.3032761{col 93}{space 3} .7409075
{txt}{space 31}yearfe8 {c |}{col 40}{res}{space 2} .1848199{col 52}{space 2} .2750664{col 63}{space 1}    0.67{col 72}{space 3}0.502{col 80}{space 4}-.3543003{col 93}{space 3} .7239401
{txt}{space 31}yearfe9 {c |}{col 40}{res}{space 2} .4421907{col 52}{space 2} .0558082{col 63}{space 1}    7.92{col 72}{space 3}0.000{col 80}{space 4} .3328087{col 93}{space 3} .5515727
{txt}{space 30}yearfe10 {c |}{col 40}{res}{space 2}        0{col 52}{txt}  (omitted)
{space 30}yearfe11 {c |}{col 40}{res}{space 2}-.5421864{col 52}{space 2} .2507272{col 63}{space 1}   -2.16{col 72}{space 3}0.031{col 80}{space 4}-1.033603{col 93}{space 3}-.0507702
{txt}{space 30}yearfe12 {c |}{col 40}{res}{space 2}-.6629816{col 52}{space 2} .2811708{col 63}{space 1}   -2.36{col 72}{space 3}0.018{col 80}{space 4}-1.214066{col 93}{space 3} -.111897
{txt}{space 30}yearfe13 {c |}{col 40}{res}{space 2} -.738131{col 52}{space 2} .2932806{col 63}{space 1}   -2.52{col 72}{space 3}0.012{col 80}{space 4} -1.31295{col 93}{space 3}-.1633116
{txt}{space 30}yearfe14 {c |}{col 40}{res}{space 2}-.7695888{col 52}{space 2} .2867153{col 63}{space 1}   -2.68{col 72}{space 3}0.007{col 80}{space 4} -1.33154{col 93}{space 3}-.2076372
{txt}{space 30}yearfe15 {c |}{col 40}{res}{space 2}-.7278111{col 52}{space 2} .2699855{col 63}{space 1}   -2.70{col 72}{space 3}0.007{col 80}{space 4}-1.256973{col 93}{space 3}-.1986493
{txt}{space 30}yearfe16 {c |}{col 40}{res}{space 2}-.6220093{col 52}{space 2} .2612491{col 63}{space 1}   -2.38{col 72}{space 3}0.017{col 80}{space 4}-1.134048{col 93}{space 3}-.1099704
{txt}{space 38} {c |}
{space 32}psc_id {c |}
{space 36}2  {c |}{col 40}{res}{space 2}  .487267{col 52}{space 2} .2513175{col 63}{space 1}    1.94{col 72}{space 3}0.053{col 80}{space 4}-.0053063{col 93}{space 3} .9798402
{txt}{space 36}3  {c |}{col 40}{res}{space 2} .1334992{col 52}{space 2} .0698668{col 63}{space 1}    1.91{col 72}{space 3}0.056{col 80}{space 4}-.0034373{col 93}{space 3} .2704357
{txt}{space 36}4  {c |}{col 40}{res}{space 2}-.2771937{col 52}{space 2} .0305451{col 63}{space 1}   -9.07{col 72}{space 3}0.000{col 80}{space 4} -.337061{col 93}{space 3}-.2173264
{txt}{space 36}5  {c |}{col 40}{res}{space 2} .6730713{col 52}{space 2}  .205851{col 63}{space 1}    3.27{col 72}{space 3}0.001{col 80}{space 4} .2696107{col 93}{space 3} 1.076532
{txt}{space 36}6  {c |}{col 40}{res}{space 2}-.0308863{col 52}{space 2} .1036035{col 63}{space 1}   -0.30{col 72}{space 3}0.766{col 80}{space 4}-.2339455{col 93}{space 3} .1721729
{txt}{space 36}7  {c |}{col 40}{res}{space 2}-.2910692{col 52}{space 2} .0957035{col 63}{space 1}   -3.04{col 72}{space 3}0.002{col 80}{space 4}-.4786445{col 93}{space 3}-.1034939
{txt}{space 36}8  {c |}{col 40}{res}{space 2}-.4964767{col 52}{space 2} .1048747{col 63}{space 1}   -4.73{col 72}{space 3}0.000{col 80}{space 4}-.7020274{col 93}{space 3}-.2909261
{txt}{space 36}9  {c |}{col 40}{res}{space 2} .1257339{col 52}{space 2} .1371703{col 63}{space 1}    0.92{col 72}{space 3}0.359{col 80}{space 4}-.1431149{col 93}{space 3} .3945827
{txt}{space 35}10  {c |}{col 40}{res}{space 2} .3146141{col 52}{space 2} .1862472{col 63}{space 1}    1.69{col 72}{space 3}0.091{col 80}{space 4}-.0504236{col 93}{space 3} .6796519
{txt}{space 35}11  {c |}{col 40}{res}{space 2}-.1844954{col 52}{space 2} .0607801{col 63}{space 1}   -3.04{col 72}{space 3}0.002{col 80}{space 4}-.3036222{col 93}{space 3}-.0653687
{txt}{space 35}12  {c |}{col 40}{res}{space 2}        0{col 52}{txt}  (empty)
{space 35}13  {c |}{col 40}{res}{space 2}-.9180955{col 52}{space 2} .3552541{col 63}{space 1}   -2.58{col 72}{space 3}0.010{col 80}{space 4}-1.614381{col 93}{space 3}-.2218103
{txt}{space 35}14  {c |}{col 40}{res}{space 2}-.4378011{col 52}{space 2} .2742062{col 63}{space 1}   -1.60{col 72}{space 3}0.110{col 80}{space 4}-.9752354{col 93}{space 3} .0996332
{txt}{space 35}15  {c |}{col 40}{res}{space 2}-.2426676{col 52}{space 2} .0752406{col 63}{space 1}   -3.23{col 72}{space 3}0.001{col 80}{space 4}-.3901365{col 93}{space 3}-.0951988
{txt}{space 35}16  {c |}{col 40}{res}{space 2}        0{col 52}{txt}  (empty)
{space 35}17  {c |}{col 40}{res}{space 2}-.3232714{col 52}{space 2} .0981128{col 63}{space 1}   -3.29{col 72}{space 3}0.001{col 80}{space 4}-.5155689{col 93}{space 3}-.1309739
{txt}{space 35}18  {c |}{col 40}{res}{space 2}-.4068631{col 52}{space 2} .0946058{col 63}{space 1}   -4.30{col 72}{space 3}0.000{col 80}{space 4}-.5922871{col 93}{space 3}-.2214391
{txt}{space 35}19  {c |}{col 40}{res}{space 2}-.9940065{col 52}{space 2} .0898586{col 63}{space 1}  -11.06{col 72}{space 3}0.000{col 80}{space 4}-1.170126{col 93}{space 3}-.8178869
{txt}{space 35}20  {c |}{col 40}{res}{space 2}-.0770772{col 52}{space 2} .0994103{col 63}{space 1}   -0.78{col 72}{space 3}0.438{col 80}{space 4}-.2719179{col 93}{space 3} .1177635
{txt}{space 35}21  {c |}{col 40}{res}{space 2}        0{col 52}{txt}  (empty)
{space 35}22  {c |}{col 40}{res}{space 2}-.4524628{col 52}{space 2} .2206508{col 63}{space 1}   -2.05{col 72}{space 3}0.040{col 80}{space 4}-.8849303{col 93}{space 3}-.0199952
{txt}{space 35}23  {c |}{col 40}{res}{space 2}-.4332624{col 52}{space 2} .1505063{col 63}{space 1}   -2.88{col 72}{space 3}0.004{col 80}{space 4}-.7282493{col 93}{space 3}-.1382755
{txt}{space 35}24  {c |}{col 40}{res}{space 2}-.2496204{col 52}{space 2} .2462078{col 63}{space 1}   -1.01{col 72}{space 3}0.311{col 80}{space 4}-.7321788{col 93}{space 3} .2329381
{txt}{space 35}25  {c |}{col 40}{res}{space 2}        0{col 52}{txt}  (empty)
{space 35}26  {c |}{col 40}{res}{space 2}-.9154115{col 52}{space 2} .1055006{col 63}{space 1}   -8.68{col 72}{space 3}0.000{col 80}{space 4}-1.122189{col 93}{space 3}-.7086342
{txt}{space 35}27  {c |}{col 40}{res}{space 2} -.442735{col 52}{space 2} .2236598{col 63}{space 1}   -1.98{col 72}{space 3}0.048{col 80}{space 4}-.8811001{col 93}{space 3}-.0043699
{txt}{space 35}28  {c |}{col 40}{res}{space 2}-.6004267{col 52}{space 2} .0960589{col 63}{space 1}   -6.25{col 72}{space 3}0.000{col 80}{space 4}-.7886987{col 93}{space 3}-.4121548
{txt}{space 35}29  {c |}{col 40}{res}{space 2}-.7117507{col 52}{space 2} .1057653{col 63}{space 1}   -6.73{col 72}{space 3}0.000{col 80}{space 4} -.919047{col 93}{space 3}-.5044544
{txt}{space 35}30  {c |}{col 40}{res}{space 2}-.4307337{col 52}{space 2}  .171085{col 63}{space 1}   -2.52{col 72}{space 3}0.012{col 80}{space 4}-.7660542{col 93}{space 3}-.0954133
{txt}{space 35}31  {c |}{col 40}{res}{space 2}-.9636941{col 52}{space 2} .4060574{col 63}{space 1}   -2.37{col 72}{space 3}0.018{col 80}{space 4}-1.759552{col 93}{space 3}-.1678362
{txt}{space 35}32  {c |}{col 40}{res}{space 2} .2024808{col 52}{space 2} .0620129{col 63}{space 1}    3.27{col 72}{space 3}0.001{col 80}{space 4} .0809378{col 93}{space 3} .3240239
{txt}{space 35}33  {c |}{col 40}{res}{space 2}-.1103103{col 52}{space 2} .0829468{col 63}{space 1}   -1.33{col 72}{space 3}0.184{col 80}{space 4} -.272883{col 93}{space 3} .0522625
{txt}{space 35}34  {c |}{col 40}{res}{space 2}-.7467711{col 52}{space 2} .1759702{col 63}{space 1}   -4.24{col 72}{space 3}0.000{col 80}{space 4}-1.091666{col 93}{space 3}-.4018758
{txt}{space 35}35  {c |}{col 40}{res}{space 2}-.5979547{col 52}{space 2} .0793269{col 63}{space 1}   -7.54{col 72}{space 3}0.000{col 80}{space 4}-.7534326{col 93}{space 3}-.4424767
{txt}{space 35}36  {c |}{col 40}{res}{space 2}-.2659556{col 52}{space 2} .0870244{col 63}{space 1}   -3.06{col 72}{space 3}0.002{col 80}{space 4}-.4365203{col 93}{space 3} -.095391
{txt}{space 35}37  {c |}{col 40}{res}{space 2}-.2755461{col 52}{space 2} .0622274{col 63}{space 1}   -4.43{col 72}{space 3}0.000{col 80}{space 4}-.3975097{col 93}{space 3}-.1535826
{txt}{space 35}38  {c |}{col 40}{res}{space 2}-1.211954{col 52}{space 2}  .388305{col 63}{space 1}   -3.12{col 72}{space 3}0.002{col 80}{space 4}-1.973018{col 93}{space 3}-.4508906
{txt}{space 35}39  {c |}{col 40}{res}{space 2}        0{col 52}{txt}  (empty)
{space 35}40  {c |}{col 40}{res}{space 2}-.1090661{col 52}{space 2} .0613812{col 63}{space 1}   -1.78{col 72}{space 3}0.076{col 80}{space 4}-.2293711{col 93}{space 3} .0112389
{txt}{space 35}41  {c |}{col 40}{res}{space 2}-.4510098{col 52}{space 2} .3365013{col 63}{space 1}   -1.34{col 72}{space 3}0.180{col 80}{space 4} -1.11054{col 93}{space 3} .2085206
{txt}{space 35}42  {c |}{col 40}{res}{space 2}        0{col 52}{txt}  (empty)
{space 35}43  {c |}{col 40}{res}{space 2} .0419423{col 52}{space 2} .0383033{col 63}{space 1}    1.10{col 72}{space 3}0.274{col 80}{space 4}-.0331309{col 93}{space 3} .1170154
{txt}{space 35}44  {c |}{col 40}{res}{space 2}-.3271162{col 52}{space 2} .0407268{col 63}{space 1}   -8.03{col 72}{space 3}0.000{col 80}{space 4}-.4069393{col 93}{space 3}-.2472931
{txt}{space 35}45  {c |}{col 40}{res}{space 2}-.5865837{col 52}{space 2} .0811875{col 63}{space 1}   -7.23{col 72}{space 3}0.000{col 80}{space 4}-.7457083{col 93}{space 3}-.4274591
{txt}{space 35}46  {c |}{col 40}{res}{space 2}-.5942686{col 52}{space 2} .1353331{col 63}{space 1}   -4.39{col 72}{space 3}0.000{col 80}{space 4}-.8595165{col 93}{space 3}-.3290206
{txt}{space 35}47  {c |}{col 40}{res}{space 2}-.5240039{col 52}{space 2} .0568693{col 63}{space 1}   -9.21{col 72}{space 3}0.000{col 80}{space 4}-.6354657{col 93}{space 3}-.4125422
{txt}{space 35}48  {c |}{col 40}{res}{space 2}  -1.1559{col 52}{space 2} .0797636{col 63}{space 1}  -14.49{col 72}{space 3}0.000{col 80}{space 4}-1.312234{col 93}{space 3}-.9995666
{txt}{space 35}49  {c |}{col 40}{res}{space 2} .1785553{col 52}{space 2} .2556803{col 63}{space 1}    0.70{col 72}{space 3}0.485{col 80}{space 4}-.3225688{col 93}{space 3} .6796795
{txt}{space 35}50  {c |}{col 40}{res}{space 2}-.9495722{col 52}{space 2} .3997691{col 63}{space 1}   -2.38{col 72}{space 3}0.018{col 80}{space 4}-1.733105{col 93}{space 3}-.1660392
{txt}{space 35}51  {c |}{col 40}{res}{space 2}-.2452288{col 52}{space 2} .2204773{col 63}{space 1}   -1.11{col 72}{space 3}0.266{col 80}{space 4}-.6773565{col 93}{space 3} .1868988
{txt}{space 35}52  {c |}{col 40}{res}{space 2}-.6001552{col 52}{space 2} .1417704{col 63}{space 1}   -4.23{col 72}{space 3}0.000{col 80}{space 4}  -.87802{col 93}{space 3}-.3222903
{txt}{space 35}53  {c |}{col 40}{res}{space 2}-.3041614{col 52}{space 2} .2510228{col 63}{space 1}   -1.21{col 72}{space 3}0.226{col 80}{space 4} -.796157{col 93}{space 3} .1878342
{txt}{space 35}54  {c |}{col 40}{res}{space 2}-.0860399{col 52}{space 2} .0595634{col 63}{space 1}   -1.44{col 72}{space 3}0.149{col 80}{space 4} -.202782{col 93}{space 3} .0307023
{txt}{space 35}55  {c |}{col 40}{res}{space 2}  -.64476{col 52}{space 2} .1640757{col 63}{space 1}   -3.93{col 72}{space 3}0.000{col 80}{space 4}-.9663425{col 93}{space 3}-.3231774
{txt}{space 35}56  {c |}{col 40}{res}{space 2}-.5609772{col 52}{space 2} .1404841{col 63}{space 1}   -3.99{col 72}{space 3}0.000{col 80}{space 4}-.8363208{col 93}{space 3}-.2856335
{txt}{space 35}57  {c |}{col 40}{res}{space 2}-.5925081{col 52}{space 2} .1170512{col 63}{space 1}   -5.06{col 72}{space 3}0.000{col 80}{space 4}-.8219243{col 93}{space 3} -.363092
{txt}{space 35}58  {c |}{col 40}{res}{space 2}-.9512029{col 52}{space 2} .2426059{col 63}{space 1}   -3.92{col 72}{space 3}0.000{col 80}{space 4}-1.426702{col 93}{space 3} -.475704
{txt}{space 35}59  {c |}{col 40}{res}{space 2}-.4691504{col 52}{space 2} .2479892{col 63}{space 1}   -1.89{col 72}{space 3}0.059{col 80}{space 4}-.9552003{col 93}{space 3} .0168996
{txt}{space 35}60  {c |}{col 40}{res}{space 2}-.4159813{col 52}{space 2} .2212169{col 63}{space 1}   -1.88{col 72}{space 3}0.060{col 80}{space 4}-.8495586{col 93}{space 3} .0175959
{txt}{space 35}61  {c |}{col 40}{res}{space 2}-.2210289{col 52}{space 2} .1729003{col 63}{space 1}   -1.28{col 72}{space 3}0.201{col 80}{space 4}-.5599073{col 93}{space 3} .1178495
{txt}{space 35}62  {c |}{col 40}{res}{space 2}        0{col 52}{txt}  (empty)
{space 35}63  {c |}{col 40}{res}{space 2}-.7612567{col 52}{space 2} .3508263{col 63}{space 1}   -2.17{col 72}{space 3}0.030{col 80}{space 4}-1.448864{col 93}{space 3}-.0736497
{txt}{space 35}64  {c |}{col 40}{res}{space 2} .0752012{col 52}{space 2} .1941428{col 63}{space 1}    0.39{col 72}{space 3}0.698{col 80}{space 4}-.3053117{col 93}{space 3}  .455714
{txt}{space 35}65  {c |}{col 40}{res}{space 2}  -.57924{col 52}{space 2} .1308694{col 63}{space 1}   -4.43{col 72}{space 3}0.000{col 80}{space 4}-.8357394{col 93}{space 3}-.3227406
{txt}{space 35}66  {c |}{col 40}{res}{space 2} -.567108{col 52}{space 2} .3333732{col 63}{space 1}   -1.70{col 72}{space 3}0.089{col 80}{space 4}-1.220508{col 93}{space 3} .0862915
{txt}{space 35}67  {c |}{col 40}{res}{space 2}-1.184509{col 52}{space 2} .1930946{col 63}{space 1}   -6.13{col 72}{space 3}0.000{col 80}{space 4}-1.562968{col 93}{space 3}-.8060508
{txt}{space 35}68  {c |}{col 40}{res}{space 2}-.5123436{col 52}{space 2} .2135693{col 63}{space 1}   -2.40{col 72}{space 3}0.016{col 80}{space 4}-.9309317{col 93}{space 3}-.0937555
{txt}{space 35}69  {c |}{col 40}{res}{space 2} 1.099249{col 52}{space 2} .2624028{col 63}{space 1}    4.19{col 72}{space 3}0.000{col 80}{space 4} .5849489{col 93}{space 3} 1.613549
{txt}{space 35}70  {c |}{col 40}{res}{space 2}        0{col 52}{txt}  (empty)
{space 35}71  {c |}{col 40}{res}{space 2}-.3453931{col 52}{space 2} .2970071{col 63}{space 1}   -1.16{col 72}{space 3}0.245{col 80}{space 4}-.9275164{col 93}{space 3} .2367302
{txt}{space 35}72  {c |}{col 40}{res}{space 2}-1.845454{col 52}{space 2}  .316208{col 63}{space 1}   -5.84{col 72}{space 3}0.000{col 80}{space 4} -2.46521{col 93}{space 3}-1.225697
{txt}{space 35}73  {c |}{col 40}{res}{space 2}-.8058374{col 52}{space 2}   .19426{col 63}{space 1}   -4.15{col 72}{space 3}0.000{col 80}{space 4} -1.18658{col 93}{space 3}-.4250949
{txt}{space 35}74  {c |}{col 40}{res}{space 2}-.8689241{col 52}{space 2} .3591419{col 63}{space 1}   -2.42{col 72}{space 3}0.016{col 80}{space 4}-1.572829{col 93}{space 3}-.1650189
{txt}{space 35}75  {c |}{col 40}{res}{space 2}-2.006333{col 52}{space 2} .3993575{col 63}{space 1}   -5.02{col 72}{space 3}0.000{col 80}{space 4}-2.789059{col 93}{space 3}-1.223607
{txt}{space 35}76  {c |}{col 40}{res}{space 2} -1.27268{col 52}{space 2} .3240988{col 63}{space 1}   -3.93{col 72}{space 3}0.000{col 80}{space 4}-1.907902{col 93}{space 3}-.6374581
{txt}{space 35}77  {c |}{col 40}{res}{space 2} -2.16113{col 52}{space 2} .3797085{col 63}{space 1}   -5.69{col 72}{space 3}0.000{col 80}{space 4}-2.905345{col 93}{space 3}-1.416915
{txt}{space 35}78  {c |}{col 40}{res}{space 2}-.1327298{col 52}{space 2} .2586254{col 63}{space 1}   -0.51{col 72}{space 3}0.608{col 80}{space 4}-.6396263{col 93}{space 3} .3741667
{txt}{space 35}79  {c |}{col 40}{res}{space 2} 1.216122{col 52}{space 2}  .206071{col 63}{space 1}    5.90{col 72}{space 3}0.000{col 80}{space 4} .8122298{col 93}{space 3} 1.620013
{txt}{space 35}80  {c |}{col 40}{res}{space 2} .9076649{col 52}{space 2} .1297713{col 63}{space 1}    6.99{col 72}{space 3}0.000{col 80}{space 4} .6533179{col 93}{space 3} 1.162012
{txt}{space 35}81  {c |}{col 40}{res}{space 2} .3735405{col 52}{space 2} .0925512{col 63}{space 1}    4.04{col 72}{space 3}0.000{col 80}{space 4} .1921434{col 93}{space 3} .5549375
{txt}{space 35}82  {c |}{col 40}{res}{space 2} .7325294{col 52}{space 2} .1345425{col 63}{space 1}    5.44{col 72}{space 3}0.000{col 80}{space 4} .4688309{col 93}{space 3} .9962279
{txt}{space 35}83  {c |}{col 40}{res}{space 2} .2305724{col 52}{space 2} .1827962{col 63}{space 1}    1.26{col 72}{space 3}0.207{col 80}{space 4}-.1277016{col 93}{space 3} .5888464
{txt}{space 35}84  {c |}{col 40}{res}{space 2} .9299789{col 52}{space 2} .2658306{col 63}{space 1}    3.50{col 72}{space 3}0.000{col 80}{space 4} .4089606{col 93}{space 3} 1.450997
{txt}{space 35}85  {c |}{col 40}{res}{space 2}-.1657917{col 52}{space 2} .3887672{col 63}{space 1}   -0.43{col 72}{space 3}0.670{col 80}{space 4}-.9277615{col 93}{space 3} .5961781
{txt}{space 35}86  {c |}{col 40}{res}{space 2} .8757906{col 52}{space 2} .1164054{col 63}{space 1}    7.52{col 72}{space 3}0.000{col 80}{space 4} .6476403{col 93}{space 3} 1.103941
{txt}{space 35}87  {c |}{col 40}{res}{space 2} .3922572{col 52}{space 2} .1618458{col 63}{space 1}    2.42{col 72}{space 3}0.015{col 80}{space 4} .0750452{col 93}{space 3} .7094692
{txt}{space 35}88  {c |}{col 40}{res}{space 2} .9853447{col 52}{space 2} .2941041{col 63}{space 1}    3.35{col 72}{space 3}0.001{col 80}{space 4} .4089112{col 93}{space 3} 1.561778
{txt}{space 35}89  {c |}{col 40}{res}{space 2} .6768047{col 52}{space 2} .3853491{col 63}{space 1}    1.76{col 72}{space 3}0.079{col 80}{space 4}-.0784657{col 93}{space 3} 1.432075
{txt}{space 35}90  {c |}{col 40}{res}{space 2} 1.074455{col 52}{space 2}  .216373{col 63}{space 1}    4.97{col 72}{space 3}0.000{col 80}{space 4}  .650372{col 93}{space 3} 1.498538
{txt}{space 35}91  {c |}{col 40}{res}{space 2} .4418822{col 52}{space 2} .1202945{col 63}{space 1}    3.67{col 72}{space 3}0.000{col 80}{space 4} .2061092{col 93}{space 3} .6776551
{txt}{space 35}92  {c |}{col 40}{res}{space 2}-.1412353{col 52}{space 2} .2911355{col 63}{space 1}   -0.49{col 72}{space 3}0.628{col 80}{space 4}-.7118504{col 93}{space 3} .4293797
{txt}{space 35}93  {c |}{col 40}{res}{space 2} .4340903{col 52}{space 2} .1628212{col 63}{space 1}    2.67{col 72}{space 3}0.008{col 80}{space 4} .1149667{col 93}{space 3}  .753214
{txt}{space 35}94  {c |}{col 40}{res}{space 2} 1.096863{col 52}{space 2} .0978108{col 63}{space 1}   11.21{col 72}{space 3}0.000{col 80}{space 4} .9051577{col 93}{space 3} 1.288569
{txt}{space 35}95  {c |}{col 40}{res}{space 2} .6015347{col 52}{space 2} .0914421{col 63}{space 1}    6.58{col 72}{space 3}0.000{col 80}{space 4} .4223116{col 93}{space 3} .7807579
{txt}{space 35}96  {c |}{col 40}{res}{space 2}  .450701{col 52}{space 2} .1050237{col 63}{space 1}    4.29{col 72}{space 3}0.000{col 80}{space 4} .2448583{col 93}{space 3} .6565438
{txt}{space 35}97  {c |}{col 40}{res}{space 2} .5393664{col 52}{space 2} .0964015{col 63}{space 1}    5.59{col 72}{space 3}0.000{col 80}{space 4} .3504228{col 93}{space 3}   .72831
{txt}{space 35}98  {c |}{col 40}{res}{space 2} .4586713{col 52}{space 2} .2197106{col 63}{space 1}    2.09{col 72}{space 3}0.037{col 80}{space 4} .0280464{col 93}{space 3} .8892961
{txt}{space 35}99  {c |}{col 40}{res}{space 2}-.0518945{col 52}{space 2} .1545207{col 63}{space 1}   -0.34{col 72}{space 3}0.737{col 80}{space 4}-.3547495{col 93}{space 3} .2509606
{txt}{space 34}100  {c |}{col 40}{res}{space 2}-.1085133{col 52}{space 2} .2179577{col 63}{space 1}   -0.50{col 72}{space 3}0.619{col 80}{space 4}-.5357025{col 93}{space 3}  .318676
{txt}{space 34}101  {c |}{col 40}{res}{space 2}-.1680503{col 52}{space 2} .1729965{col 63}{space 1}   -0.97{col 72}{space 3}0.331{col 80}{space 4}-.5071173{col 93}{space 3} .1710167
{txt}{space 34}102  {c |}{col 40}{res}{space 2}        0{col 52}{txt}  (omitted)
{space 38} {c |}
{space 33}_cons {c |}{col 40}{res}{space 2}-4.847869{col 52}{space 2} .8035395{col 63}{space 1}   -6.03{col 72}{space 3}0.000{col 80}{space 4}-6.422777{col 93}{space 3}-3.272961
{txt}{hline 39}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. *
. estat ic

{txt}Akaike's information criterion and Bayesian information criterion

{hline 13}{c TT}{hline 63}
       Model {c |}          N   ll(null)  ll(model)      df        AIC        BIC
{hline 13}{c +}{hline 63}
{ralign 12:.}{col 14}{c |}{res}{col 16}   793,139{col 28}-140009.6{col 39}  -101400{col 50}    35{col 58} 202869.9{col 69} 203275.4
{txt}{hline 13}{c BT}{hline 63}
{p 0 6 0 77}Note: BIC uses N = number of observations. See {helpb bic_note:{bind:[R] BIC note}}.{p_end}

{com}. *
. *
. *
. 
. *** FIGURES A3.4 & A3.5 ***
. 
. 
. *** A3.2.1 PRESIDENTIAL ALIGNED AGENCIES: EVALUATED AT 10TH PCTILE [LOW POLITICIZATION] & 90TH PCTILE [HIGH POLITICIZATION] VALUES OF WITHINAGENCY_PACKING ///
> ***     [N = 153,156] ***
. 
. ** Compute Marginal Effects at Three Distinct Values of Within-Agency Distribution of agency_packing 'moderator': ///
> ** 10th Percentile (LOW)  & 90TH Percentile [HIGH]
. 
. * IDEOLOGICALLY ALIGNED AGENCIES: LOW APPOINTEE POLITICIZATION -- COMPARING NON-EXECUTIVE & EXECUTIVE LEVEL CONTRACTING DECISIONS [1 & 2] * 
. margins ,  at(agency_packing = (-0.0641362)) over(execlevel) subpop(if pol_align==1) 
{res}
{txt}Predictive margins{col 49}Number of obs{col 67}= {res}   793,139
{txt}{col 1}Model VCE{col 14}: {res}Robust{txt}{col 49}Subpop. no. obs{col 67}={res}    153,156

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Pr(m00closed), predict()}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:over}:{space 1}{res:execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:at}:{space 1}{res:0.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 2}-.0641362}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:1.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 2}-.0641362}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26} Delta-method
{col 14}{c |}     Margin{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}execlevel {c |}
{space 10}0  {c |}{col 14}{res}{space 2} .0472854{col 26}{space 2} .0073902{col 37}{space 1}    6.40{col 46}{space 3}0.000{col 54}{space 4} .0328009{col 67}{space 3} .0617699
{txt}{space 10}1  {c |}{col 14}{res}{space 2} .1023038{col 26}{space 2} .0264575{col 37}{space 1}    3.87{col 46}{space 3}0.000{col 54}{space 4} .0504481{col 67}{space 3} .1541594
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. margins ,  at(agency_packing = (-0.0641362)) over(execlevel) subpop(if pol_align==1)  level(90)
{res}
{txt}Predictive margins{col 49}Number of obs{col 67}= {res}   793,139
{txt}{col 1}Model VCE{col 14}: {res}Robust{txt}{col 49}Subpop. no. obs{col 67}={res}    153,156

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Pr(m00closed), predict()}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:over}:{space 1}{res:execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:at}:{space 1}{res:0.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 2}-.0641362}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:1.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 2}-.0641362}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26} Delta-method
{col 14}{c |}     Margin{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [90% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}execlevel {c |}
{space 10}0  {c |}{col 14}{res}{space 2} .0472854{col 26}{space 2} .0073902{col 37}{space 1}    6.40{col 46}{space 3}0.000{col 54}{space 4} .0351296{col 67}{space 3} .0594412
{txt}{space 10}1  {c |}{col 14}{res}{space 2} .1023038{col 26}{space 2} .0264575{col 37}{space 1}    3.87{col 46}{space 3}0.000{col 54}{space 4} .0587851{col 67}{space 3} .1458224
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. *
. * IDEOLOGICALLY ALIGNED AGENCIES: LOW APPOINTEE POLITICIZATION -- PREDICTED PROBABILITY DIFFERENCE BETWEEN NON-EXECUTIVE & EXECUTIVE LEVEL CONTRACTING DECISIONS [3]* 
. margins ,  at(agency_packing = (-0.0641362)) over(execlevel) subpop(if pol_align==1) pwcompare
{res}
{txt}Pairwise comparisons of predictive margins{col 49}Number of obs{col 67}= {res}   793,139
{txt}{col 1}Model VCE{col 14}: {res}Robust{txt}{col 49}Subpop. no. obs{col 67}={res}    153,156

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Pr(m00closed), predict()}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:over}:{space 1}{res:execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:at}:{space 1}{res:0.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 2}-.0641362}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:1.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 2}-.0641362}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 14}{hline 12}
{col 14}{c |}{col 26} Delta-method{col 37}         Una{col 51}djusted
{col 14}{c |}   Contrast{col 26}   Std. Err.{col 38}     [95% Con{col 51}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 14}{hline 12}
{space 3}execlevel {c |}
{space 5}1 vs 0  {c |}{col 14}{res}{space 2} .0550184{col 26}{space 2} .0256732{col 37}{space 5} .0046999{col 51}{space 3} .1053369
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 14}{hline 12}
{res}{txt}
{com}. margins ,  at(agency_packing = (-0.0641362)) over(execlevel) subpop(if pol_align==1) pwcompare level(90)
{res}
{txt}Pairwise comparisons of predictive margins{col 49}Number of obs{col 67}= {res}   793,139
{txt}{col 1}Model VCE{col 14}: {res}Robust{txt}{col 49}Subpop. no. obs{col 67}={res}    153,156

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Pr(m00closed), predict()}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:over}:{space 1}{res:execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:at}:{space 1}{res:0.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 2}-.0641362}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:1.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 2}-.0641362}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 14}{hline 12}
{col 14}{c |}{col 26} Delta-method{col 37}         Una{col 51}djusted
{col 14}{c |}   Contrast{col 26}   Std. Err.{col 38}     [90% Con{col 51}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 14}{hline 12}
{space 3}execlevel {c |}
{space 5}1 vs 0  {c |}{col 14}{res}{space 2} .0550184{col 26}{space 2} .0256732{col 37}{space 5} .0127897{col 51}{space 3}  .097247
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 14}{hline 12}
{res}{txt}
{com}. *
. *
. *
. * IDEOLOGICALLY ALIGNED AGENCIES: HIGH APPOINTEE POLITICIZATION -- COMPARING NON-EXECUTIVE & EXECUTIVE LEVEL CONTRACTING DECISIONS [4 & 5] * 
. margins ,  at(agency_packing = (0.014702)) over(execlevel) subpop(if pol_align==1) 
{res}
{txt}Predictive margins{col 49}Number of obs{col 67}= {res}   793,139
{txt}{col 1}Model VCE{col 14}: {res}Robust{txt}{col 49}Subpop. no. obs{col 67}={res}    153,156

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Pr(m00closed), predict()}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:over}:{space 1}{res:execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:at}:{space 1}{res:0.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 4}.014702}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:1.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 4}.014702}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26} Delta-method
{col 14}{c |}     Margin{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}execlevel {c |}
{space 10}0  {c |}{col 14}{res}{space 2} .0475288{col 26}{space 2} .0049935{col 37}{space 1}    9.52{col 46}{space 3}0.000{col 54}{space 4} .0377416{col 67}{space 3} .0573159
{txt}{space 10}1  {c |}{col 14}{res}{space 2} .1019938{col 26}{space 2} .0206515{col 37}{space 1}    4.94{col 46}{space 3}0.000{col 54}{space 4} .0615176{col 67}{space 3}   .14247
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. margins ,  at(agency_packing = (0.014702)) over(execlevel) subpop(if pol_align==1)  level(90)
{res}
{txt}Predictive margins{col 49}Number of obs{col 67}= {res}   793,139
{txt}{col 1}Model VCE{col 14}: {res}Robust{txt}{col 49}Subpop. no. obs{col 67}={res}    153,156

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Pr(m00closed), predict()}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:over}:{space 1}{res:execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:at}:{space 1}{res:0.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 4}.014702}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:1.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 4}.014702}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26} Delta-method
{col 14}{c |}     Margin{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [90% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}execlevel {c |}
{space 10}0  {c |}{col 14}{res}{space 2} .0475288{col 26}{space 2} .0049935{col 37}{space 1}    9.52{col 46}{space 3}0.000{col 54}{space 4} .0393151{col 67}{space 3} .0557424
{txt}{space 10}1  {c |}{col 14}{res}{space 2} .1019938{col 26}{space 2} .0206515{col 37}{space 1}    4.94{col 46}{space 3}0.000{col 54}{space 4} .0680251{col 67}{space 3} .1359625
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. *
. * IDEOLOGICALLY ALIGNED AGENCIES: HIGH APPOINTEE POLITICIZATION -- PREDICTED PROBABILITY DIFFERENCE BETWEEN NON-EXECUTIVE & EXECUTIVE LEVEL CONTRACTING DECISIONS [6] * 
. margins ,  at(agency_packing = (0.014702)) over(execlevel) subpop(if pol_align==1) pwcompare
{res}
{txt}Pairwise comparisons of predictive margins{col 49}Number of obs{col 67}= {res}   793,139
{txt}{col 1}Model VCE{col 14}: {res}Robust{txt}{col 49}Subpop. no. obs{col 67}={res}    153,156

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Pr(m00closed), predict()}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:over}:{space 1}{res:execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:at}:{space 1}{res:0.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 4}.014702}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:1.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 4}.014702}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 14}{hline 12}
{col 14}{c |}{col 26} Delta-method{col 37}         Una{col 51}djusted
{col 14}{c |}   Contrast{col 26}   Std. Err.{col 38}     [95% Con{col 51}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 14}{hline 12}
{space 3}execlevel {c |}
{space 5}1 vs 0  {c |}{col 14}{res}{space 2}  .054465{col 26}{space 2} .0195515{col 37}{space 5} .0161449{col 51}{space 3} .0927851
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 14}{hline 12}
{res}{txt}
{com}. margins ,  at(agency_packing = (0.014702)) over(execlevel) subpop(if pol_align==1) pwcompare level(90)
{res}
{txt}Pairwise comparisons of predictive margins{col 49}Number of obs{col 67}= {res}   793,139
{txt}{col 1}Model VCE{col 14}: {res}Robust{txt}{col 49}Subpop. no. obs{col 67}={res}    153,156

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Pr(m00closed), predict()}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:over}:{space 1}{res:execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:at}:{space 1}{res:0.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 4}.014702}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:1.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 4}.014702}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 14}{hline 12}
{col 14}{c |}{col 26} Delta-method{col 37}         Una{col 51}djusted
{col 14}{c |}   Contrast{col 26}   Std. Err.{col 38}     [90% Con{col 51}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 14}{hline 12}
{space 3}execlevel {c |}
{space 5}1 vs 0  {c |}{col 14}{res}{space 2}  .054465{col 26}{space 2} .0195515{col 37}{space 5} .0223057{col 51}{space 3} .0866243
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 14}{hline 12}
{res}{txt}
{com}. *
. *
. *
. * IDEOLOGICALLY ALIGNED AGENCIES: PREDICTED PROBABILITY DIFFERENCE BETWEEN HIGH & LOW APPOINTEE POLITICIZATION FOR BOTH NON-EXECUTIVE & EXECUTIVE LEVEL CONTRACTING DECISIONS [7 & 8] * 
. margins ,  at(agency_packing = (-0.0641362)) at(agency_packing = (0.014702)) over(execlevel) subpop(if pol_align==1) contrast(atcontrast(r._at))
{res}
{txt}Contrasts of predictive margins{col 49}Number of obs{col 67}= {res}   793,139
{txt}{col 1}Model VCE{col 14}: {res}Robust{txt}{col 49}Subpop. no. obs{col 67}={res}    153,156

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Pr(m00closed), predict()}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:over}:{space 1}{res:execlevel}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:1._at}:{space 1}{res:0.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 2}-.0641362}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:1.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 2}-.0641362}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:2._at}:{space 1}{res:0.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 4}.014702}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:1.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 4}.014702}{p_end}
{p2colreset}{...}

{res}{col 1}{text}{hline 14}{c TT}{hline 11}{hline 12}{hline 11}
{col 15}{text}{c |}         df{col 27}        chi2{col 39}     P>chi2
{res}{col 1}{text}{hline 14}{c +}{hline 11}{hline 12}{hline 11}
_at@execlevel {c |}
{space 2}(2 vs 1) 0  {res}{col 15}{text}{c |}{result}{space 2}        1{col 27}{space 3}     0.01{col 39}{space 2}   0.9246
{txt}{space 2}(2 vs 1) 1  {res}{col 15}{text}{c |}{result}{space 2}        1{col 27}{space 3}     0.00{col 39}{space 2}   0.9589
{col 1}{text}       Joint {col 15}{c |}{result}{space 2}        2{col 27}{space 3}     0.01{col 39}{space 2}   0.9941
{col 1}{text}{hline 14}{c BT}{hline 11}{hline 12}{hline 11}
{res}
{txt}{hline 14}{c TT}{hline 11}{hline 11}{hline 14}{hline 12}
{col 15}{c |}{col 27} Delta-method
{col 15}{c |}   Contrast{col 27}   Std. Err.{col 39}     [95% Con{col 52}f. Interval]
{hline 14}{c +}{hline 11}{hline 11}{hline 14}{hline 12}
_at@execlevel {c |}
{space 2}(2 vs 1) 0  {c |}{col 15}{res}{space 2} .0002434{col 27}{space 2} .0025712{col 38}{space 5}-.0047962{col 52}{space 3} .0052829
{txt}{space 2}(2 vs 1) 1  {c |}{col 15}{res}{space 2}  -.00031{col 27}{space 2}  .006009{col 38}{space 5}-.0120875{col 52}{space 3} .0114675
{txt}{hline 14}{c BT}{hline 11}{hline 11}{hline 14}{hline 12}
{res}{txt}
{com}. margins ,  at(agency_packing = (-0.0641362)) at(agency_packing = (0.014702)) over(execlevel) subpop(if pol_align==1) contrast(atcontrast(r._at)) level(90)
{res}
{txt}Contrasts of predictive margins{col 49}Number of obs{col 67}= {res}   793,139
{txt}{col 1}Model VCE{col 14}: {res}Robust{txt}{col 49}Subpop. no. obs{col 67}={res}    153,156

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Pr(m00closed), predict()}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:over}:{space 1}{res:execlevel}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:1._at}:{space 1}{res:0.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 2}-.0641362}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:1.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 2}-.0641362}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:2._at}:{space 1}{res:0.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 4}.014702}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:1.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 4}.014702}{p_end}
{p2colreset}{...}

{res}{col 1}{text}{hline 14}{c TT}{hline 11}{hline 12}{hline 11}
{col 15}{text}{c |}         df{col 27}        chi2{col 39}     P>chi2
{res}{col 1}{text}{hline 14}{c +}{hline 11}{hline 12}{hline 11}
_at@execlevel {c |}
{space 2}(2 vs 1) 0  {res}{col 15}{text}{c |}{result}{space 2}        1{col 27}{space 3}     0.01{col 39}{space 2}   0.9246
{txt}{space 2}(2 vs 1) 1  {res}{col 15}{text}{c |}{result}{space 2}        1{col 27}{space 3}     0.00{col 39}{space 2}   0.9589
{col 1}{text}       Joint {col 15}{c |}{result}{space 2}        2{col 27}{space 3}     0.01{col 39}{space 2}   0.9941
{col 1}{text}{hline 14}{c BT}{hline 11}{hline 12}{hline 11}
{res}
{txt}{hline 14}{c TT}{hline 11}{hline 11}{hline 14}{hline 12}
{col 15}{c |}{col 27} Delta-method
{col 15}{c |}   Contrast{col 27}   Std. Err.{col 39}     [90% Con{col 52}f. Interval]
{hline 14}{c +}{hline 11}{hline 11}{hline 14}{hline 12}
_at@execlevel {c |}
{space 2}(2 vs 1) 0  {c |}{col 15}{res}{space 2} .0002434{col 27}{space 2} .0025712{col 38}{space 5}-.0039859{col 52}{space 3} .0044727
{txt}{space 2}(2 vs 1) 1  {c |}{col 15}{res}{space 2}  -.00031{col 27}{space 2}  .006009{col 38}{space 5} -.010194{col 52}{space 3} .0095739
{txt}{hline 14}{c BT}{hline 11}{hline 11}{hline 14}{hline 12}
{res}{txt}
{com}. *
. 
. 
. 
. ********************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************
. ********************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************
.  
.   
. 
. *** A3.2.2 PRESIDENTIAL OPPOSED AGENCIES: EVALUATED AT 10TH PCTILE [LOW POLITICIZATION] & AND 90TH PCTILE [HIGH POLITICIZATION] VALUES OF WITHINAGENCY_PACKING ///
> ***     [N = 349,619] 
. 
. * Compute within-agency & overall distribution of agency_packing 'moderator' covariate *
. sum withinagency_packing if e(sample) & pol_opposed==1, detail

                    {txt}withinagency_packing
{hline 61}
      Percentiles      Smallest
 1%    {res}-.0641362      -1.786192
{txt} 5%    {res}-.0641362      -1.145625
{txt}10%    {res}-.0641362      -.4061343       {txt}Obs         {res}    349,619
{txt}25%    {res}-.0641362       -.177226       {txt}Sum of Wgt. {res}    349,619

{txt}50%    {res}-.0000615                      {txt}Mean          {res} .0006052
                        {txt}Largest       Std. Dev.     {res}  .060835
{txt}75%    {res} .0002127       .2104578
{txt}90%    {res} .1597132       .2104578       {txt}Variance      {res} .0037009
{txt}95%    {res} .1597132       .3527859       {txt}Skewness      {res} 1.409995
{txt}99%    {res} .1597132       1.010458       {txt}Kurtosis      {res} 7.773037
{txt}
{com}. sum agency_packing if e(sample) & pol_opposed==1, detail

                   {txt}(first) agency_packing
{hline 61}
      Percentiles      Smallest
 1%    {res}        0              0
{txt} 5%    {res}        0              0
{txt}10%    {res}        0              0       {txt}Obs         {res}    349,619
{txt}25%    {res}        0              0       {txt}Sum of Wgt. {res}    349,619

{txt}50%    {res} .0788382                      {txt}Mean          {res}  .137991
                        {txt}Largest       Std. Dev.     {res} .1488781
{txt}75%    {res} .2238494              2
{txt}90%    {res}  .297561              2       {txt}Variance      {res} .0221647
{txt}95%    {res} .4851852              2       {txt}Skewness      {res} 1.806876
{txt}99%    {res} .4851852              2       {txt}Kurtosis      {res} 11.11799
{txt}
{com}. *
.  
.  
. ** Compute Marginal Effects at Three Distinct Values of Within-Agency Distribution of agency_packing 'moderator': ///
> ** 10th Percentile (LOW) & 90TH Percentile [HIGH]
. 
. 
. * IDEOLOGICALLY OPPOSED AGENCIES: LOW APPOINTEE POLITICIZATION -- COMPARING NON-EXECUTIVE & EXECUTIVE LEVEL CONTRACTING DECISIONS [9 & 10] * 
. margins ,  at(agency_packing = (-0.0641362)) over(execlevel) subpop(if pol_opposed==1) 
{res}
{txt}Predictive margins{col 49}Number of obs{col 67}= {res}   793,139
{txt}{col 1}Model VCE{col 14}: {res}Robust{txt}{col 49}Subpop. no. obs{col 67}={res}    349,619

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Pr(m00closed), predict()}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:over}:{space 1}{res:execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:at}:{space 1}{res:0.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 2}-.0641362}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:1.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 2}-.0641362}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26} Delta-method
{col 14}{c |}     Margin{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}execlevel {c |}
{space 10}0  {c |}{col 14}{res}{space 2} .0353351{col 26}{space 2}  .004255{col 37}{space 1}    8.30{col 46}{space 3}0.000{col 54}{space 4} .0269955{col 67}{space 3} .0436748
{txt}{space 10}1  {c |}{col 14}{res}{space 2} .1025844{col 26}{space 2} .0258363{col 37}{space 1}    3.97{col 46}{space 3}0.000{col 54}{space 4} .0519461{col 67}{space 3} .1532227
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. margins ,  at(agency_packing = (-0.0641362)) over(execlevel) subpop(if pol_opposed==1)  level(90)
{res}
{txt}Predictive margins{col 49}Number of obs{col 67}= {res}   793,139
{txt}{col 1}Model VCE{col 14}: {res}Robust{txt}{col 49}Subpop. no. obs{col 67}={res}    349,619

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Pr(m00closed), predict()}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:over}:{space 1}{res:execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:at}:{space 1}{res:0.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 2}-.0641362}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:1.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 2}-.0641362}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26} Delta-method
{col 14}{c |}     Margin{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [90% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}execlevel {c |}
{space 10}0  {c |}{col 14}{res}{space 2} .0353351{col 26}{space 2}  .004255{col 37}{space 1}    8.30{col 46}{space 3}0.000{col 54}{space 4} .0283363{col 67}{space 3}  .042334
{txt}{space 10}1  {c |}{col 14}{res}{space 2} .1025844{col 26}{space 2} .0258363{col 37}{space 1}    3.97{col 46}{space 3}0.000{col 54}{space 4} .0600874{col 67}{space 3} .1450814
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. *
. * IDEOLOGICALLY OPPOSED AGENCIES: LOW APPOINTEE POLITICIZATION -- PREDICTED PROBABILITY DIFFERENCE BETWEEN NON-EXECUTIVE & EXECUTIVE LEVEL CONTRACTING DECISIONS [11]* 
. margins ,  at(agency_packing = (-0.0641362)) over(execlevel) subpop(if pol_opposed==1) pwcompare
{res}
{txt}Pairwise comparisons of predictive margins{col 49}Number of obs{col 67}= {res}   793,139
{txt}{col 1}Model VCE{col 14}: {res}Robust{txt}{col 49}Subpop. no. obs{col 67}={res}    349,619

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Pr(m00closed), predict()}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:over}:{space 1}{res:execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:at}:{space 1}{res:0.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 2}-.0641362}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:1.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 2}-.0641362}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 14}{hline 12}
{col 14}{c |}{col 26} Delta-method{col 37}         Una{col 51}djusted
{col 14}{c |}   Contrast{col 26}   Std. Err.{col 38}     [95% Con{col 51}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 14}{hline 12}
{space 3}execlevel {c |}
{space 5}1 vs 0  {c |}{col 14}{res}{space 2} .0672493{col 26}{space 2}  .022799{col 37}{space 5} .0225642{col 51}{space 3} .1119344
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 14}{hline 12}
{res}{txt}
{com}. margins ,  at(agency_packing = (-0.0641362)) over(execlevel) subpop(if pol_opposed==1) pwcompare level(90)
{res}
{txt}Pairwise comparisons of predictive margins{col 49}Number of obs{col 67}= {res}   793,139
{txt}{col 1}Model VCE{col 14}: {res}Robust{txt}{col 49}Subpop. no. obs{col 67}={res}    349,619

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Pr(m00closed), predict()}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:over}:{space 1}{res:execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:at}:{space 1}{res:0.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 2}-.0641362}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:1.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 2}-.0641362}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 14}{hline 12}
{col 14}{c |}{col 26} Delta-method{col 37}         Una{col 51}djusted
{col 14}{c |}   Contrast{col 26}   Std. Err.{col 38}     [90% Con{col 51}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 14}{hline 12}
{space 3}execlevel {c |}
{space 5}1 vs 0  {c |}{col 14}{res}{space 2} .0672493{col 26}{space 2}  .022799{col 37}{space 5} .0297484{col 51}{space 3} .1047502
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 14}{hline 12}
{res}{txt}
{com}. *
. *
. *
. * IDEOLOGICALLY OPPOSED AGENCIES: HIGH APPOINTEE POLITICIZATION -- COMPARING NON-EXECUTIVE & EXECUTIVE LEVEL CONTRACTING DECISIONS [12 & 13] * 
. margins ,  at(agency_packing = (0.1597132)) over(execlevel) subpop(if pol_opposed==1) 
{res}
{txt}Predictive margins{col 49}Number of obs{col 67}= {res}   793,139
{txt}{col 1}Model VCE{col 14}: {res}Robust{txt}{col 49}Subpop. no. obs{col 67}={res}    349,619

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Pr(m00closed), predict()}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:over}:{space 1}{res:execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:at}:{space 1}{res:0.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 3}.1597132}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:1.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 3}.1597132}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26} Delta-method
{col 14}{c |}     Margin{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}execlevel {c |}
{space 10}0  {c |}{col 14}{res}{space 2} .0213669{col 26}{space 2} .0007794{col 37}{space 1}   27.41{col 46}{space 3}0.000{col 54}{space 4} .0198392{col 67}{space 3} .0228945
{txt}{space 10}1  {c |}{col 14}{res}{space 2}  .093427{col 26}{space 2} .0090436{col 37}{space 1}   10.33{col 46}{space 3}0.000{col 54}{space 4} .0757019{col 67}{space 3} .1111521
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. margins ,  at(agency_packing = (0.1597132)) over(execlevel) subpop(if pol_opposed==1)  level(90)
{res}
{txt}Predictive margins{col 49}Number of obs{col 67}= {res}   793,139
{txt}{col 1}Model VCE{col 14}: {res}Robust{txt}{col 49}Subpop. no. obs{col 67}={res}    349,619

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Pr(m00closed), predict()}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:over}:{space 1}{res:execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:at}:{space 1}{res:0.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 3}.1597132}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:1.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 3}.1597132}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26} Delta-method
{col 14}{c |}     Margin{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [90% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 3}execlevel {c |}
{space 10}0  {c |}{col 14}{res}{space 2} .0213669{col 26}{space 2} .0007794{col 37}{space 1}   27.41{col 46}{space 3}0.000{col 54}{space 4} .0200848{col 67}{space 3} .0226489
{txt}{space 10}1  {c |}{col 14}{res}{space 2}  .093427{col 26}{space 2} .0090436{col 37}{space 1}   10.33{col 46}{space 3}0.000{col 54}{space 4} .0785517{col 67}{space 3} .1083024
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. *
. * IDEOLOGICALLY OPPPOSED AGENCIES: HIGH APPOINTEE POLITICIZATION -- PREDICTED PROBABILITY DIFFERENCE BETWEEN NON-EXECUTIVE & EXECUTIVE LEVEL CONTRACTING DECISIONS [14] * 
. margins ,  at(agency_packing = (0.1597132)) over(execlevel) subpop(if pol_opposed==1) pwcompare
{res}
{txt}Pairwise comparisons of predictive margins{col 49}Number of obs{col 67}= {res}   793,139
{txt}{col 1}Model VCE{col 14}: {res}Robust{txt}{col 49}Subpop. no. obs{col 67}={res}    349,619

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Pr(m00closed), predict()}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:over}:{space 1}{res:execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:at}:{space 1}{res:0.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 3}.1597132}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:1.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 3}.1597132}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 14}{hline 12}
{col 14}{c |}{col 26} Delta-method{col 37}         Una{col 51}djusted
{col 14}{c |}   Contrast{col 26}   Std. Err.{col 38}     [95% Con{col 51}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 14}{hline 12}
{space 3}execlevel {c |}
{space 5}1 vs 0  {c |}{col 14}{res}{space 2} .0720602{col 26}{space 2} .0092507{col 37}{space 5} .0539291{col 51}{space 3} .0901913
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 14}{hline 12}
{res}{txt}
{com}. margins ,  at(agency_packing = (0.1597132)) over(execlevel) subpop(if pol_opposed==1) pwcompare level(90)
{res}
{txt}Pairwise comparisons of predictive margins{col 49}Number of obs{col 67}= {res}   793,139
{txt}{col 1}Model VCE{col 14}: {res}Robust{txt}{col 49}Subpop. no. obs{col 67}={res}    349,619

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Pr(m00closed), predict()}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:over}:{space 1}{res:execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:at}:{space 1}{res:0.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 3}.1597132}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:1.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 3}.1597132}{p_end}
{p2colreset}{...}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 14}{hline 12}
{col 14}{c |}{col 26} Delta-method{col 37}         Una{col 51}djusted
{col 14}{c |}   Contrast{col 26}   Std. Err.{col 38}     [90% Con{col 51}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 14}{hline 12}
{space 3}execlevel {c |}
{space 5}1 vs 0  {c |}{col 14}{res}{space 2} .0720602{col 26}{space 2} .0092507{col 37}{space 5} .0568441{col 51}{space 3} .0872763
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 14}{hline 12}
{res}{txt}
{com}. *
. *
. *
. * IDEOLOGICALLY OPPOSED AGENCIES: PREDICTED PROBABILITY DIFFERENCE BETWEEN HIGH & LOW APPOINTEE POLITICIZATION FOR BOTH NON-EXECUTIVE & EXECUTIVE LEVEL CONTRACTING DECISIONS [15 & 16] * 
. margins ,  at(agency_packing = (-0.0641362)) at(agency_packing = (0.1597132)) over(execlevel) subpop(if pol_opposed==1) contrast(atcontrast(r._at))
{res}
{txt}Contrasts of predictive margins{col 49}Number of obs{col 67}= {res}   793,139
{txt}{col 1}Model VCE{col 14}: {res}Robust{txt}{col 49}Subpop. no. obs{col 67}={res}    349,619

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Pr(m00closed), predict()}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:over}:{space 1}{res:execlevel}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:1._at}:{space 1}{res:0.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 2}-.0641362}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:1.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 2}-.0641362}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:2._at}:{space 1}{res:0.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 3}.1597132}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:1.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 3}.1597132}{p_end}
{p2colreset}{...}

{res}{col 1}{text}{hline 14}{c TT}{hline 11}{hline 12}{hline 11}
{col 15}{text}{c |}         df{col 27}        chi2{col 39}     P>chi2
{res}{col 1}{text}{hline 14}{c +}{hline 11}{hline 12}{hline 11}
_at@execlevel {c |}
{space 2}(2 vs 1) 0  {res}{col 15}{text}{c |}{result}{space 2}        1{col 27}{space 3}    10.71{col 39}{space 2}   0.0011
{txt}{space 2}(2 vs 1) 1  {res}{col 15}{text}{c |}{result}{space 2}        1{col 27}{space 3}     0.25{col 39}{space 2}   0.6156
{col 1}{text}       Joint {col 15}{c |}{result}{space 2}        2{col 27}{space 3}    21.93{col 39}{space 2}   0.0000
{col 1}{text}{hline 14}{c BT}{hline 11}{hline 12}{hline 11}
{res}
{txt}{hline 14}{c TT}{hline 11}{hline 11}{hline 14}{hline 12}
{col 15}{c |}{col 27} Delta-method
{col 15}{c |}   Contrast{col 27}   Std. Err.{col 39}     [95% Con{col 52}f. Interval]
{hline 14}{c +}{hline 11}{hline 11}{hline 14}{hline 12}
_at@execlevel {c |}
{space 2}(2 vs 1) 0  {c |}{col 15}{res}{space 2}-.0139683{col 27}{space 2}  .004268{col 38}{space 5}-.0223334{col 52}{space 3}-.0056032
{txt}{space 2}(2 vs 1) 1  {c |}{col 15}{res}{space 2}-.0091574{col 27}{space 2} .0182396{col 38}{space 5}-.0449063{col 52}{space 3} .0265915
{txt}{hline 14}{c BT}{hline 11}{hline 11}{hline 14}{hline 12}
{res}{txt}
{com}. margins ,  at(agency_packing = (-0.0641362)) at(agency_packing = (0.1597132)) over(execlevel) subpop(if pol_opposed==1) contrast(atcontrast(r._at)) level(90)
{res}
{txt}Contrasts of predictive margins{col 49}Number of obs{col 67}= {res}   793,139
{txt}{col 1}Model VCE{col 14}: {res}Robust{txt}{col 49}Subpop. no. obs{col 67}={res}    349,619

{txt}{p2colset 1 14 16 2}{...}
{p2col:Expression}:{space 1}{res:Pr(m00closed), predict()}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col:over}:{space 1}{res:execlevel}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:1._at}:{space 1}{res:0.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 2}-.0641362}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:1.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 2}-.0641362}{p_end}
{p2colreset}{...}

{txt}{p2colset 1 14 16 2}{...}
{p2col:2._at}:{space 1}{res:0.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 3}.1597132}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:1.execlevel}{p_end}
{p2colreset}{...}
{txt}{p2colset 1 14 16 2}{...}
{p2col: }{space 2}{res:{space 4}{txt:agency_pac~g}{space 4}{txt:=} {space 3}.1597132}{p_end}
{p2colreset}{...}

{res}{col 1}{text}{hline 14}{c TT}{hline 11}{hline 12}{hline 11}
{col 15}{text}{c |}         df{col 27}        chi2{col 39}     P>chi2
{res}{col 1}{text}{hline 14}{c +}{hline 11}{hline 12}{hline 11}
_at@execlevel {c |}
{space 2}(2 vs 1) 0  {res}{col 15}{text}{c |}{result}{space 2}        1{col 27}{space 3}    10.71{col 39}{space 2}   0.0011
{txt}{space 2}(2 vs 1) 1  {res}{col 15}{text}{c |}{result}{space 2}        1{col 27}{space 3}     0.25{col 39}{space 2}   0.6156
{col 1}{text}       Joint {col 15}{c |}{result}{space 2}        2{col 27}{space 3}    21.93{col 39}{space 2}   0.0000
{col 1}{text}{hline 14}{c BT}{hline 11}{hline 12}{hline 11}
{res}
{txt}{hline 14}{c TT}{hline 11}{hline 11}{hline 14}{hline 12}
{col 15}{c |}{col 27} Delta-method
{col 15}{c |}   Contrast{col 27}   Std. Err.{col 39}     [90% Con{col 52}f. Interval]
{hline 14}{c +}{hline 11}{hline 11}{hline 14}{hline 12}
_at@execlevel {c |}
{space 2}(2 vs 1) 0  {c |}{col 15}{res}{space 2}-.0139683{col 27}{space 2}  .004268{col 38}{space 5}-.0209885{col 52}{space 3}-.0069481
{txt}{space 2}(2 vs 1) 1  {c |}{col 15}{res}{space 2}-.0091574{col 27}{space 2} .0182396{col 38}{space 5}-.0391589{col 52}{space 3}  .020844
{txt}{hline 14}{c BT}{hline 11}{hline 11}{hline 14}{hline 12}
{res}{txt}
{com}. *
. *
. 
. 
. 
. 
. * FIGURE A3.4A [IDEOLOGICALLY ALIGNED AGENCIES] -- PLACEMENT OF ESTIMATES: 1  2  3      4  5  6     7  8
. * FIGURE A3.4B [IDEOLOGICALLY OPPOSED AGENCIES] -- PLACEMENT OF ESTIMATES: 9 10 11     12 13 14    15 16
. 
. *** FOR FIGURES A3.5A & A3.5B -- CONVERT ESTIMATES 3, 6, 7, & 8 [IDEOLOGICALLY ALIGNED]  PLUS 11, 14, 15 & 16 [IDEOLOGICALLY OPPOSED] IN TERMS OF THE FOLLOWING: (A) PREDICTED NUMBER OF CONTRACTS AFFECTED AMONG LOW RISK CONTRACTS IN
. *                                SAMPLE, (B) PREDICTED TOTAL MONETARY VALUE AFFECTED AMONG LOW RISK CONTRACTS IN SAMPLE, & (C) PREDICTED PROPORTION OF MONETARY VALUE AFFECTED AMONG LOW RISK CONTRACTS IN SAMPLE  
. 
. * FIGURE A3.5A [IDEOLOGICALLY ALIGNED AGENCIES] -- PLACEMENT OF ESTIMATES:  3(A-C)    6(A-C)          7(A-C)    8(A-C)
. * FIGURE A3.5B [IDEOLOGICALLY OPPOSED AGENCIES] -- PLACEMENT OF ESTIMATES: 11(A-C)   14(A-C)         15(A-C)   16(A-C) 
. 
. 
. *** A: PREDICTED NUMBER OF CONTRACTS AFFECTED: This is computed as marginal probability effect × number of multiple bid and fixed cost procurements in the regression sample, conditional on both a given president-agency ideological configuration [ALIGN/NEUTRAL/OPPOSED] and organizational level for procurement agreements [EXECUTIVE LEVEL/NON-EXECUTIVE LEVEL].
. 
. *
. *
. 
. *** B: PREDICTED CONSTANT DOLLAR VALUE IMPACT: Predicated by Predicted Number of Multiple Bid and Fixed Cost Contracts Affected Relative to the total 2009 constant dollar value of these subset of observations in the regression sample [E.G., ALIGNED | EXECUTIVE LEVEL;  ALIGNED | NON-EXECUTIVE LEVEL; ETC....].
. 
. *
. *
. 
. *** C: PREDICTED PROPORTIONAL CONSTANT DOLLAR VALUE IMPACT [i.e., B] RELATIVE TO SUM/TOTAL OF ALL SAMPLE CONTRACTS OF HIGH GOVERNMENT RISK: 
. 
. 
.  
.  
.  
. 
. *****************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************************
. 
. 
. 
. 
. log close
      {txt}name:  {res}<unnamed>
       {txt}log:  {res}C:\Users\gk57526\Dropbox\Executive Particularism (Matt Zarit)\Contract Duration\May 2020\Output Files\Selling_Out.OMIT SET ASIDE CASES.06-01-2021.smcl
  {txt}log type:  {res}smcl
 {txt}closed on:  {res} 1 Jun 2021, 12:11:13
{txt}{.-}
{smcl}
{txt}{sf}{ul off}